際際滷shows by User: precogatIIITD / http://www.slideshare.net/images/logo.gif 際際滷shows by User: precogatIIITD / Thu, 01 Aug 2024 10:32:28 GMT 際際滷Share feed for 際際滷shows by User: precogatIIITD Responsible& Safe AI at GSFC Univ Vadodra /slideshow/responsible-safe-ai-at-gsfc-univ-vadodra/270664041 gsfcu-vadodra-1-aug-2024-240801103228-da80c263
Bias, Machine Unlearning, Interpretability, Guardrails, Jailbreaking, and many more ]]>

Bias, Machine Unlearning, Interpretability, Guardrails, Jailbreaking, and many more ]]>
Thu, 01 Aug 2024 10:32:28 GMT /slideshow/responsible-safe-ai-at-gsfc-univ-vadodra/270664041 precogatIIITD@slideshare.net(precogatIIITD) Responsible& Safe AI at GSFC Univ Vadodra precogatIIITD Bias, Machine Unlearning, Interpretability, Guardrails, Jailbreaking, and many more <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/gsfcu-vadodra-1-aug-2024-240801103228-da80c263-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Bias, Machine Unlearning, Interpretability, Guardrails, Jailbreaking, and many more
Responsible & Safe AI at GSFC Univ Vadodra from IIIT Hyderabad
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It is our choices, Harry, that show what we truly are, far more than our abilities (revised) /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 july-29-2024-orientation-iiithyd-240730143920-1696626a
The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life. ]]>

The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life. ]]>
Tue, 30 Jul 2024 14:39:20 GMT /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 precogatIIITD@slideshare.net(precogatIIITD) It is our choices, Harry, that show what we truly are, far more than our abilities (revised) precogatIIITD The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/july-29-2024-orientation-iiithyd-240730143920-1696626a-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life.
It is our choices, Harry, that show what we truly are, far more than our abilities (revised) from IIIT Hyderabad
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It is our choices, Harry, that show what we truly are, far more than our abilities /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-f1c3/270612534 a-240730080722-a94750b0
Some glitch in the slides, please view /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life. ]]>

Some glitch in the slides, please view /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life. ]]>
Tue, 30 Jul 2024 08:07:22 GMT /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-f1c3/270612534 precogatIIITD@slideshare.net(precogatIIITD) It is our choices, Harry, that show what we truly are, far more than our abilities precogatIIITD Some glitch in the slides, please view /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/a-240730080722-a94750b0-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Some glitch in the slides, please view /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 The presentation provides advice and encouragement to new students on managing their time at IIIT Hyderabad. It emphasizes making friends, trying new activities and clubs, controlling wants and FOMO, celebrating failures, and using social media to connect with others in a positive way. References are made to movies to illustrate points about perseverance, finding passion, and having a growth mindset during the transition to university life.
It is our choices, Harry, that show what we truly are, far more than our abilities from IIIT Hyderabad
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Response & Safe AI at Summer School of AI at IIITH /slideshow/response-safe-ai-at-summer-school-of-ai-at-iiith/270092823 v3-summer-school-ai-iiith-5-jly-2024-240706093404-7cb45a32
Talk covering Guardrails , Jailbreak, What is an alignment problem? RLHF, EU AI Act, Machine & Graph unlearning, Bias, Inconsistency, Probing, Interpretability, Bias]]>

Talk covering Guardrails , Jailbreak, What is an alignment problem? RLHF, EU AI Act, Machine & Graph unlearning, Bias, Inconsistency, Probing, Interpretability, Bias]]>
Sat, 06 Jul 2024 09:34:04 GMT /slideshow/response-safe-ai-at-summer-school-of-ai-at-iiith/270092823 precogatIIITD@slideshare.net(precogatIIITD) Response & Safe AI at Summer School of AI at IIITH precogatIIITD Talk covering Guardrails , Jailbreak, What is an alignment problem? RLHF, EU AI Act, Machine & Graph unlearning, Bias, Inconsistency, Probing, Interpretability, Bias <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/v3-summer-school-ai-iiith-5-jly-2024-240706093404-7cb45a32-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Talk covering Guardrails , Jailbreak, What is an alignment problem? RLHF, EU AI Act, Machine &amp; Graph unlearning, Bias, Inconsistency, Probing, Interpretability, Bias
Response & Safe AI at Summer School of AI at IIITH from IIIT Hyderabad
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Responsible & Safe AI Systems at ACM India ROCS at IIT Bombay /slideshow/responsible-safe-ai-systems-at-acm-india-rocs-at-iit-bombay/266724608 rocsatiitb-bombay-24-feb-2024-responsible-ai-240311062233-72117628
ChatGPT Large language models Responsible AI Safe AI Vision models ]]>

ChatGPT Large language models Responsible AI Safe AI Vision models ]]>
Mon, 11 Mar 2024 06:22:33 GMT /slideshow/responsible-safe-ai-systems-at-acm-india-rocs-at-iit-bombay/266724608 precogatIIITD@slideshare.net(precogatIIITD) Responsible & Safe AI Systems at ACM India ROCS at IIT Bombay precogatIIITD ChatGPT Large language models Responsible AI Safe AI Vision models <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/rocsatiitb-bombay-24-feb-2024-responsible-ai-240311062233-72117628-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> ChatGPT Large language models Responsible AI Safe AI Vision models
Responsible & Safe AI Systems at ACM India ROCS at IIT Bombay from IIIT Hyderabad
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International Collaboration: 鐃Experiences, Challenges, Success stories /slideshow/international-collaboration-experiences-challenges-success-stories/266105382 international-stories-240203154515-da19afa4
Sharing experiences, success stories, and challenges ]]>

Sharing experiences, success stories, and challenges ]]>
Sat, 03 Feb 2024 15:45:15 GMT /slideshow/international-collaboration-experiences-challenges-success-stories/266105382 precogatIIITD@slideshare.net(precogatIIITD) International Collaboration: 鐃Experiences, Challenges, Success stories precogatIIITD Sharing experiences, success stories, and challenges <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/international-stories-240203154515-da19afa4-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Sharing experiences, success stories, and challenges
International Collaboration: Experiences, Challenges, Success stories from IIIT Hyderabad
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Responsible & Safe AI: #LegalBias #Inconsistency #BiasinLLMs #MultiModalBias /slideshow/responsible-safe-ai-legalbias-inconsistency-biasinllms-multimodalbias/263602191 share-iitm-19-nov-2023-responsible-ai-workshop-231119100300-917a99f0
Talk on responsible & safe AI focussed on legal bias, inconsistency, bias, etc. ]]>

Talk on responsible & safe AI focussed on legal bias, inconsistency, bias, etc. ]]>
Sun, 19 Nov 2023 10:03:00 GMT /slideshow/responsible-safe-ai-legalbias-inconsistency-biasinllms-multimodalbias/263602191 precogatIIITD@slideshare.net(precogatIIITD) Responsible & Safe AI: #LegalBias #Inconsistency #BiasinLLMs #MultiModalBias precogatIIITD Talk on responsible & safe AI focussed on legal bias, inconsistency, bias, etc. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/share-iitm-19-nov-2023-responsible-ai-workshop-231119100300-917a99f0-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Talk on responsible &amp; safe AI focussed on legal bias, inconsistency, bias, etc.
Responsible & Safe AI: #LegalBias #Inconsistency #BiasinLLMs #MultiModalBias from IIIT Hyderabad
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Identify, Inspect and Intervene Multimodal Fake News /slideshow/identify-inspect-and-intervene-multimodal-fake-news/262716096 shivangipptpdf-231025140622-ac1f44d9
Fake news refers to intentionally and verifiably false stories created to manipulate peoples perceptions of reality. The concept of fake news is not new and has marked its presence dating back to AD 1475, affecting the citizens of Italy on eastern Sunday to the COVID-19 pandemic in 2020. Fake news has gained traction among audiences, created a buzz online, and faced repercussions offline. For instance, intruding hyperbolized fake articles into political campaigns or health and climate studies is havoc. In addition, the proliferation of fabricated stories has played a crucial role in inflaming or suppressing a social event. In conclusion, fake news is destructive and can lead to hatred against religion, politics, celebrities or organizations, resulting in riots/protests or even death. The massive growth in the proliferation of fake news online might result from numerous technological advancements. Fake news seems to be the permanent reality, with social media being a primary conduit for its creation and dissemination. Despite the difficulty in identifying, tracking, and controlling unreliable content, there must be an effort to halt its expansion. Our research endeavors contribute to tackling various aspects of fake news, encompassing identification, inspection, and intervention. The premise of our thesis is firmly placed at the point where we analyze multiple facets of user-generated content produced online in the form of text and visuals to investigate the field of fake news. First, we focus on devising different methods to Identify, a.k.a. detect fake news online, by extracting different feature sets from the given information. By designing foundational detection mechanisms, our work accelerates research innovations. Second, our research closely Inspects the fake stories from two perspectives. First, from the information point of view, one can inspect fabricated content to identify the patterns of false reports disseminating over the web, the modality used to create the fabricated content and the platform used for dissemination. Next, from the model point of view, we inspect detection mechanisms used in prior work and their generalizability to other datasets. The thesis also suggests Intervention techniques to help internet users broaden their comprehension of fake news. We discuss potential practical implications for social media platform owners and policymakers. ]]>

Fake news refers to intentionally and verifiably false stories created to manipulate peoples perceptions of reality. The concept of fake news is not new and has marked its presence dating back to AD 1475, affecting the citizens of Italy on eastern Sunday to the COVID-19 pandemic in 2020. Fake news has gained traction among audiences, created a buzz online, and faced repercussions offline. For instance, intruding hyperbolized fake articles into political campaigns or health and climate studies is havoc. In addition, the proliferation of fabricated stories has played a crucial role in inflaming or suppressing a social event. In conclusion, fake news is destructive and can lead to hatred against religion, politics, celebrities or organizations, resulting in riots/protests or even death. The massive growth in the proliferation of fake news online might result from numerous technological advancements. Fake news seems to be the permanent reality, with social media being a primary conduit for its creation and dissemination. Despite the difficulty in identifying, tracking, and controlling unreliable content, there must be an effort to halt its expansion. Our research endeavors contribute to tackling various aspects of fake news, encompassing identification, inspection, and intervention. The premise of our thesis is firmly placed at the point where we analyze multiple facets of user-generated content produced online in the form of text and visuals to investigate the field of fake news. First, we focus on devising different methods to Identify, a.k.a. detect fake news online, by extracting different feature sets from the given information. By designing foundational detection mechanisms, our work accelerates research innovations. Second, our research closely Inspects the fake stories from two perspectives. First, from the information point of view, one can inspect fabricated content to identify the patterns of false reports disseminating over the web, the modality used to create the fabricated content and the platform used for dissemination. Next, from the model point of view, we inspect detection mechanisms used in prior work and their generalizability to other datasets. The thesis also suggests Intervention techniques to help internet users broaden their comprehension of fake news. We discuss potential practical implications for social media platform owners and policymakers. ]]>
Wed, 25 Oct 2023 14:06:22 GMT /slideshow/identify-inspect-and-intervene-multimodal-fake-news/262716096 precogatIIITD@slideshare.net(precogatIIITD) Identify, Inspect and Intervene Multimodal Fake News precogatIIITD Fake news refers to intentionally and verifiably false stories created to manipulate peoples perceptions of reality. The concept of fake news is not new and has marked its presence dating back to AD 1475, affecting the citizens of Italy on eastern Sunday to the COVID-19 pandemic in 2020. Fake news has gained traction among audiences, created a buzz online, and faced repercussions offline. For instance, intruding hyperbolized fake articles into political campaigns or health and climate studies is havoc. In addition, the proliferation of fabricated stories has played a crucial role in inflaming or suppressing a social event. In conclusion, fake news is destructive and can lead to hatred against religion, politics, celebrities or organizations, resulting in riots/protests or even death. The massive growth in the proliferation of fake news online might result from numerous technological advancements. Fake news seems to be the permanent reality, with social media being a primary conduit for its creation and dissemination. Despite the difficulty in identifying, tracking, and controlling unreliable content, there must be an effort to halt its expansion. Our research endeavors contribute to tackling various aspects of fake news, encompassing identification, inspection, and intervention. The premise of our thesis is firmly placed at the point where we analyze multiple facets of user-generated content produced online in the form of text and visuals to investigate the field of fake news. First, we focus on devising different methods to Identify, a.k.a. detect fake news online, by extracting different feature sets from the given information. By designing foundational detection mechanisms, our work accelerates research innovations. Second, our research closely Inspects the fake stories from two perspectives. First, from the information point of view, one can inspect fabricated content to identify the patterns of false reports disseminating over the web, the modality used to create the fabricated content and the platform used for dissemination. Next, from the model point of view, we inspect detection mechanisms used in prior work and their generalizability to other datasets. The thesis also suggests Intervention techniques to help internet users broaden their comprehension of fake news. We discuss potential practical implications for social media platform owners and policymakers. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/shivangipptpdf-231025140622-ac1f44d9-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Fake news refers to intentionally and verifiably false stories created to manipulate peoples perceptions of reality. The concept of fake news is not new and has marked its presence dating back to AD 1475, affecting the citizens of Italy on eastern Sunday to the COVID-19 pandemic in 2020. Fake news has gained traction among audiences, created a buzz online, and faced repercussions offline. For instance, intruding hyperbolized fake articles into political campaigns or health and climate studies is havoc. In addition, the proliferation of fabricated stories has played a crucial role in inflaming or suppressing a social event. In conclusion, fake news is destructive and can lead to hatred against religion, politics, celebrities or organizations, resulting in riots/protests or even death. The massive growth in the proliferation of fake news online might result from numerous technological advancements. Fake news seems to be the permanent reality, with social media being a primary conduit for its creation and dissemination. Despite the difficulty in identifying, tracking, and controlling unreliable content, there must be an effort to halt its expansion. Our research endeavors contribute to tackling various aspects of fake news, encompassing identification, inspection, and intervention. The premise of our thesis is firmly placed at the point where we analyze multiple facets of user-generated content produced online in the form of text and visuals to investigate the field of fake news. First, we focus on devising different methods to Identify, a.k.a. detect fake news online, by extracting different feature sets from the given information. By designing foundational detection mechanisms, our work accelerates research innovations. Second, our research closely Inspects the fake stories from two perspectives. First, from the information point of view, one can inspect fabricated content to identify the patterns of false reports disseminating over the web, the modality used to create the fabricated content and the platform used for dissemination. Next, from the model point of view, we inspect detection mechanisms used in prior work and their generalizability to other datasets. The thesis also suggests Intervention techniques to help internet users broaden their comprehension of fake news. We discuss potential practical implications for social media platform owners and policymakers.
Identify, Inspect and Intervene Multimodal Fake News from IIIT Hyderabad
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#ChatGPT #ResponsibleAI /slideshow/chatgpt-responsibleai/262198846 v3-oct-14-2023-tkm-college-kerala-rocs-231014141415-4d361cd9
Prompt engineering, Fine tuning, Indian languages, Code Mixing, Hallucination, Responsible AI, Facts, Writing email, Writing code, Breaking rules, Bias with #ChatGPT]]>

Prompt engineering, Fine tuning, Indian languages, Code Mixing, Hallucination, Responsible AI, Facts, Writing email, Writing code, Breaking rules, Bias with #ChatGPT]]>
Sat, 14 Oct 2023 14:14:15 GMT /slideshow/chatgpt-responsibleai/262198846 precogatIIITD@slideshare.net(precogatIIITD) #ChatGPT #ResponsibleAI precogatIIITD Prompt engineering, Fine tuning, Indian languages, Code Mixing, Hallucination, Responsible AI, Facts, Writing email, Writing code, Breaking rules, Bias with #ChatGPT <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/v3-oct-14-2023-tkm-college-kerala-rocs-231014141415-4d361cd9-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Prompt engineering, Fine tuning, Indian languages, Code Mixing, Hallucination, Responsible AI, Facts, Writing email, Writing code, Breaking rules, Bias with #ChatGPT
#ChatGPT #ResponsibleAI from IIIT Hyderabad
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Data Science for Social Good: #MentalHealth #CodeMix #LegalNLP #AISafety /slideshow/data-science-for-social-good-mentalhealth-codemix-legalnlp-aisafety/259639358 aug-5-2023-ic3-jiit-noida-230805143636-9d0ef172
Discuss work on using technology for Judiciary, Lawyers, etc. Analyse social media data, music listening habits for mental health. Bias and Safety in AI Systems. Papers are available at https://precog.iiit.ac.in/pages/publications.html ]]>

Discuss work on using technology for Judiciary, Lawyers, etc. Analyse social media data, music listening habits for mental health. Bias and Safety in AI Systems. Papers are available at https://precog.iiit.ac.in/pages/publications.html ]]>
Sat, 05 Aug 2023 14:36:36 GMT /slideshow/data-science-for-social-good-mentalhealth-codemix-legalnlp-aisafety/259639358 precogatIIITD@slideshare.net(precogatIIITD) Data Science for Social Good: #MentalHealth #CodeMix #LegalNLP #AISafety precogatIIITD Discuss work on using technology for Judiciary, Lawyers, etc. Analyse social media data, music listening habits for mental health. Bias and Safety in AI Systems. Papers are available at https://precog.iiit.ac.in/pages/publications.html <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/aug-5-2023-ic3-jiit-noida-230805143636-9d0ef172-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Discuss work on using technology for Judiciary, Lawyers, etc. Analyse social media data, music listening habits for mental health. Bias and Safety in AI Systems. Papers are available at https://precog.iiit.ac.in/pages/publications.html
Data Science for Social Good: #MentalHealth #CodeMix #LegalNLP #AISafety from IIIT Hyderabad
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It is our choices, Harry, that show what we truly are, far more than our abilities /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-259619447/259619447 aug-4-2023-orientation-iiithyd-230804162149-6271ce2f
As part of Induction at IIIT Hyderabad 2023. Used movie dialogues to weave a story that will help UG students. ]]>

As part of Induction at IIIT Hyderabad 2023. Used movie dialogues to weave a story that will help UG students. ]]>
Fri, 04 Aug 2023 16:21:49 GMT /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-259619447/259619447 precogatIIITD@slideshare.net(precogatIIITD) It is our choices, Harry, that show what we truly are, far more than our abilities precogatIIITD As part of Induction at IIIT Hyderabad 2023. Used movie dialogues to weave a story that will help UG students. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/aug-4-2023-orientation-iiithyd-230804162149-6271ce2f-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> As part of Induction at IIIT Hyderabad 2023. Used movie dialogues to weave a story that will help UG students.
It is our choices, Harry, that show what we truly are, far more than our abilities from IIIT Hyderabad
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Beyond the Surface: A Computational Exploration of Linguistic Ambiguity /slideshow/beyond-the-surface-a-computational-exploration-of-linguistic-ambiguity/258707782 anmol-thesis-defense-slides-230629013516-60009ac6
We investigate two specific forms of linguistic ambiguities - polysemy, which is the multiplicity of meanings for a specific word, and tautology, which are seemingly uninformative and ambiguous phrases used in conversations. Both phenomena are widely-known manifestations of linguistic ambiguity at the lexical and pragmatic level, respectively. The first part of the thesis focuses on addressing this challenge by proposing a new method for quantifying the degree of polysemy in words, which refers to the number of distinct meanings that a word can have. The proposed approach is a novel, unsupervised framework to compute and estimate polysemy scores for words in multiple languages, infusing syntactic knowledge in the form of dependency structures. The proposed framework is tested on curated datasets controlling for different sense distributions of words in three typologically diverse languages - English, French, and Spanish. The framework leverages contextual language models and syntactic structures to empirically support the widely held theoretical linguistic notion that syntax is intricately linked to ambiguity/polysemy. The second part of the thesis explores how language models handle colloquial tautologies, a type of redundancy commonly used in conversational speech. We first present a dataset of colloquial tautologies and evaluate several state-of-the-art language models on this dataset using perplexity scores. We conduct probing experiments while controlling for the noun type, context and form of tautologies. The results reveal that BERT and GPT2 perform better with modal forms and human nouns, which aligns with previous literature and human intuition.]]>

We investigate two specific forms of linguistic ambiguities - polysemy, which is the multiplicity of meanings for a specific word, and tautology, which are seemingly uninformative and ambiguous phrases used in conversations. Both phenomena are widely-known manifestations of linguistic ambiguity at the lexical and pragmatic level, respectively. The first part of the thesis focuses on addressing this challenge by proposing a new method for quantifying the degree of polysemy in words, which refers to the number of distinct meanings that a word can have. The proposed approach is a novel, unsupervised framework to compute and estimate polysemy scores for words in multiple languages, infusing syntactic knowledge in the form of dependency structures. The proposed framework is tested on curated datasets controlling for different sense distributions of words in three typologically diverse languages - English, French, and Spanish. The framework leverages contextual language models and syntactic structures to empirically support the widely held theoretical linguistic notion that syntax is intricately linked to ambiguity/polysemy. The second part of the thesis explores how language models handle colloquial tautologies, a type of redundancy commonly used in conversational speech. We first present a dataset of colloquial tautologies and evaluate several state-of-the-art language models on this dataset using perplexity scores. We conduct probing experiments while controlling for the noun type, context and form of tautologies. The results reveal that BERT and GPT2 perform better with modal forms and human nouns, which aligns with previous literature and human intuition.]]>
Thu, 29 Jun 2023 01:35:16 GMT /slideshow/beyond-the-surface-a-computational-exploration-of-linguistic-ambiguity/258707782 precogatIIITD@slideshare.net(precogatIIITD) Beyond the Surface: A Computational Exploration of Linguistic Ambiguity precogatIIITD We investigate two specific forms of linguistic ambiguities - polysemy, which is the multiplicity of meanings for a specific word, and tautology, which are seemingly uninformative and ambiguous phrases used in conversations. Both phenomena are widely-known manifestations of linguistic ambiguity at the lexical and pragmatic level, respectively. The first part of the thesis focuses on addressing this challenge by proposing a new method for quantifying the degree of polysemy in words, which refers to the number of distinct meanings that a word can have. The proposed approach is a novel, unsupervised framework to compute and estimate polysemy scores for words in multiple languages, infusing syntactic knowledge in the form of dependency structures. The proposed framework is tested on curated datasets controlling for different sense distributions of words in three typologically diverse languages - English, French, and Spanish. The framework leverages contextual language models and syntactic structures to empirically support the widely held theoretical linguistic notion that syntax is intricately linked to ambiguity/polysemy. The second part of the thesis explores how language models handle colloquial tautologies, a type of redundancy commonly used in conversational speech. We first present a dataset of colloquial tautologies and evaluate several state-of-the-art language models on this dataset using perplexity scores. We conduct probing experiments while controlling for the noun type, context and form of tautologies. The results reveal that BERT and GPT2 perform better with modal forms and human nouns, which aligns with previous literature and human intuition. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/anmol-thesis-defense-slides-230629013516-60009ac6-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> We investigate two specific forms of linguistic ambiguities - polysemy, which is the multiplicity of meanings for a specific word, and tautology, which are seemingly uninformative and ambiguous phrases used in conversations. Both phenomena are widely-known manifestations of linguistic ambiguity at the lexical and pragmatic level, respectively. The first part of the thesis focuses on addressing this challenge by proposing a new method for quantifying the degree of polysemy in words, which refers to the number of distinct meanings that a word can have. The proposed approach is a novel, unsupervised framework to compute and estimate polysemy scores for words in multiple languages, infusing syntactic knowledge in the form of dependency structures. The proposed framework is tested on curated datasets controlling for different sense distributions of words in three typologically diverse languages - English, French, and Spanish. The framework leverages contextual language models and syntactic structures to empirically support the widely held theoretical linguistic notion that syntax is intricately linked to ambiguity/polysemy. The second part of the thesis explores how language models handle colloquial tautologies, a type of redundancy commonly used in conversational speech. We first present a dataset of colloquial tautologies and evaluate several state-of-the-art language models on this dataset using perplexity scores. We conduct probing experiments while controlling for the noun type, context and form of tautologies. The results reveal that BERT and GPT2 perform better with modal forms and human nouns, which aligns with previous literature and human intuition.
Beyond the Surface: A Computational Exploration of Linguistic Ambiguity from IIIT Hyderabad
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Data Science for Social Good: #LegalNLP #AlgorithmicBias #DrugConsumption /slideshow/data-science-for-social-good-legalnlp-algorithmicbias-drugconsumption/257488848 april-18-2023-data-science-social-good-nit-calicut-230420113931-f1bc15d8
Talk describes legal NLP idea discusses the following papers: HLDC: Hindi Legal Documents Corpus https://precog.iiit.ac.in/pubs/HLDC_ACL_2022.pdf Drug consumption: https://precog.iiit.ac.in/pubs/Effect_oF_Feedback_on_Drug_Consumption_Disclosures_on_Social_Media___ICWSM2023___16Sept1730hrs.pdf ]]>

Talk describes legal NLP idea discusses the following papers: HLDC: Hindi Legal Documents Corpus https://precog.iiit.ac.in/pubs/HLDC_ACL_2022.pdf Drug consumption: https://precog.iiit.ac.in/pubs/Effect_oF_Feedback_on_Drug_Consumption_Disclosures_on_Social_Media___ICWSM2023___16Sept1730hrs.pdf ]]>
Thu, 20 Apr 2023 11:39:31 GMT /slideshow/data-science-for-social-good-legalnlp-algorithmicbias-drugconsumption/257488848 precogatIIITD@slideshare.net(precogatIIITD) Data Science for Social Good: #LegalNLP #AlgorithmicBias #DrugConsumption precogatIIITD Talk describes legal NLP idea discusses the following papers: HLDC: Hindi Legal Documents Corpus https://precog.iiit.ac.in/pubs/HLDC_ACL_2022.pdf Drug consumption: https://precog.iiit.ac.in/pubs/Effect_oF_Feedback_on_Drug_Consumption_Disclosures_on_Social_Media___ICWSM2023___16Sept1730hrs.pdf <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/april-18-2023-data-science-social-good-nit-calicut-230420113931-f1bc15d8-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Talk describes legal NLP idea discusses the following papers: HLDC: Hindi Legal Documents Corpus https://precog.iiit.ac.in/pubs/HLDC_ACL_2022.pdf Drug consumption: https://precog.iiit.ac.in/pubs/Effect_oF_Feedback_on_Drug_Consumption_Disclosures_on_Social_Media___ICWSM2023___16Sept1730hrs.pdf
Data Science for Social Good: #LegalNLP #AlgorithmicBias #DrugConsumption from IIIT Hyderabad
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How to Write a (Good) Research Paper /slideshow/how-to-write-a-good-research-paper-256947696/256947696 upload-march-28-2023-how-to-write-research-paper-woxsen-230329021747-580ebfd8
Dont Wait: Write Importance of outline Have Shepherds to review Writing a Good Literature Review Having a good title Writing a Good Introduction Active voice Latex tips Writing Rebuttal ]]>

Dont Wait: Write Importance of outline Have Shepherds to review Writing a Good Literature Review Having a good title Writing a Good Introduction Active voice Latex tips Writing Rebuttal ]]>
Wed, 29 Mar 2023 02:17:47 GMT /slideshow/how-to-write-a-good-research-paper-256947696/256947696 precogatIIITD@slideshare.net(precogatIIITD) How to Write a (Good) Research Paper precogatIIITD Dont Wait: Write Importance of outline Have Shepherds to review Writing a Good Literature Review Having a good title Writing a Good Introduction Active voice Latex tips Writing Rebuttal <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/upload-march-28-2023-how-to-write-research-paper-woxsen-230329021747-580ebfd8-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Dont Wait: Write Importance of outline Have Shepherds to review Writing a Good Literature Review Having a good title Writing a Good Introduction Active voice Latex tips Writing Rebuttal
How to Write a (Good) Research Paper from IIIT Hyderabad
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Data Science for Social Good: #LegalNLP #AlgorithmicBias /slideshow/data-science-for-social-good-legalnlp-algorithmicbias/256828117 march-23-24-2023-data-science-social-good-iiit-una-230325053402-b5642357
We discuss bail prediction, biases in Indian legal prediction tasks, algorithims ]]>

We discuss bail prediction, biases in Indian legal prediction tasks, algorithims ]]>
Sat, 25 Mar 2023 05:34:02 GMT /slideshow/data-science-for-social-good-legalnlp-algorithmicbias/256828117 precogatIIITD@slideshare.net(precogatIIITD) Data Science for Social Good: #LegalNLP #AlgorithmicBias precogatIIITD We discuss bail prediction, biases in Indian legal prediction tasks, algorithims <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/march-23-24-2023-data-science-social-good-iiit-una-230325053402-b5642357-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> We discuss bail prediction, biases in Indian legal prediction tasks, algorithims
Data Science for Social Good: #LegalNLP #AlgorithmicBias from IIIT Hyderabad
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Social Computing Research in India /precogatIIITD/social-computing-research-in-india-255910329 feb-18-2023-iit-pkd-acm-workshop-230218112927-0bf00da5
I discussed our work on #LegalAI #CodeMixing #FakeNews #Elections and other cool projects that we are currently working on at https://precog.iiit.ac.in/ ]]>

I discussed our work on #LegalAI #CodeMixing #FakeNews #Elections and other cool projects that we are currently working on at https://precog.iiit.ac.in/ ]]>
Sat, 18 Feb 2023 11:29:27 GMT /precogatIIITD/social-computing-research-in-india-255910329 precogatIIITD@slideshare.net(precogatIIITD) Social Computing Research in India precogatIIITD I discussed our work on #LegalAI #CodeMixing #FakeNews #Elections and other cool projects that we are currently working on at https://precog.iiit.ac.in/ <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/feb-18-2023-iit-pkd-acm-workshop-230218112927-0bf00da5-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> I discussed our work on #LegalAI #CodeMixing #FakeNews #Elections and other cool projects that we are currently working on at https://precog.iiit.ac.in/
Social Computing Research in India from IIIT Hyderabad
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Social Computing Research in India /slideshow/social-computing-research-in-india/255699693 feb-4-2023-social-computing-workshop-iiith-230204161959-573f6dbe
What is Social computing? NLP for social good ML for social good ]]>

What is Social computing? NLP for social good ML for social good ]]>
Sat, 04 Feb 2023 16:19:58 GMT /slideshow/social-computing-research-in-india/255699693 precogatIIITD@slideshare.net(precogatIIITD) Social Computing Research in India precogatIIITD What is Social computing? NLP for social good ML for social good <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/feb-4-2023-social-computing-workshop-iiith-230204161959-573f6dbe-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> What is Social computing? NLP for social good ML for social good
Social Computing Research in India from IIIT Hyderabad
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Modeling Online User Interactions and their Offline effects on Socio-Technical Platforms /precogatIIITD/modeling-online-user-interactions-and-their-offline-effects-on-sociotechnical-platforms comprislidespdf-230118042356-322305ca
Do online interactions trigger reactions back in the offline world? How can these reactions be detected and quantified? Specifically, what insights can be extracted for users, platform owners, and policymakers to minimize the potential harm of such reactions? Society functions based on the complex interactions between individuals, communities, and organizations. The advent of the Internet has enabled these interactions to move online. A website or an application that facilitates the digitization of social interactions is called a socio-technical platform. For instance, individuals converse with each other via direct messaging applications (e.g., WhatsApp, Telegram), share thoughts, and gather feedback from communities (e.g., Reddit, Twitter, Youtube). Trade of goods occurs via e-commerce (e.g., Flipkart, Amazon) and online marketplaces (e.g., Google Play store). At times interactions happening in the online world, trigger reactions in the offline world, which we call overflow. Such overflows can have either a positive or negative impact. Socio-technical platforms save every interaction and associated metadata, providing a unique opportunity to analyze rich data at scale. Discover interaction patterns, detect and quantify overflow of interactions, and extract insights for users and policymakers. This report aims to study the interactions by keeping the individual as the focal point. We focus on two broad forms of interactions - i) the effect online community feedback can have on individual offline actions and ii) organizations leveraging individual customers' online presence to optimize business processes. In the first part, we work on two scenarios - (a) How does community feedback affect an individual future drug consumption frequency in a drug community forum? and (b) What changes does an individual undergo immediately after getting sudden popularity in Online social media? What actions help in maintaining popularity for longer? In the second part, we leverage online information about a customer to improve the prediction of Return-to-Origin in the e-commerce platform. ]]>

Do online interactions trigger reactions back in the offline world? How can these reactions be detected and quantified? Specifically, what insights can be extracted for users, platform owners, and policymakers to minimize the potential harm of such reactions? Society functions based on the complex interactions between individuals, communities, and organizations. The advent of the Internet has enabled these interactions to move online. A website or an application that facilitates the digitization of social interactions is called a socio-technical platform. For instance, individuals converse with each other via direct messaging applications (e.g., WhatsApp, Telegram), share thoughts, and gather feedback from communities (e.g., Reddit, Twitter, Youtube). Trade of goods occurs via e-commerce (e.g., Flipkart, Amazon) and online marketplaces (e.g., Google Play store). At times interactions happening in the online world, trigger reactions in the offline world, which we call overflow. Such overflows can have either a positive or negative impact. Socio-technical platforms save every interaction and associated metadata, providing a unique opportunity to analyze rich data at scale. Discover interaction patterns, detect and quantify overflow of interactions, and extract insights for users and policymakers. This report aims to study the interactions by keeping the individual as the focal point. We focus on two broad forms of interactions - i) the effect online community feedback can have on individual offline actions and ii) organizations leveraging individual customers' online presence to optimize business processes. In the first part, we work on two scenarios - (a) How does community feedback affect an individual future drug consumption frequency in a drug community forum? and (b) What changes does an individual undergo immediately after getting sudden popularity in Online social media? What actions help in maintaining popularity for longer? In the second part, we leverage online information about a customer to improve the prediction of Return-to-Origin in the e-commerce platform. ]]>
Wed, 18 Jan 2023 04:23:56 GMT /precogatIIITD/modeling-online-user-interactions-and-their-offline-effects-on-sociotechnical-platforms precogatIIITD@slideshare.net(precogatIIITD) Modeling Online User Interactions and their Offline effects on Socio-Technical Platforms precogatIIITD Do online interactions trigger reactions back in the offline world? How can these reactions be detected and quantified? Specifically, what insights can be extracted for users, platform owners, and policymakers to minimize the potential harm of such reactions? Society functions based on the complex interactions between individuals, communities, and organizations. The advent of the Internet has enabled these interactions to move online. A website or an application that facilitates the digitization of social interactions is called a socio-technical platform. For instance, individuals converse with each other via direct messaging applications (e.g., WhatsApp, Telegram), share thoughts, and gather feedback from communities (e.g., Reddit, Twitter, Youtube). Trade of goods occurs via e-commerce (e.g., Flipkart, Amazon) and online marketplaces (e.g., Google Play store). At times interactions happening in the online world, trigger reactions in the offline world, which we call overflow. Such overflows can have either a positive or negative impact. Socio-technical platforms save every interaction and associated metadata, providing a unique opportunity to analyze rich data at scale. Discover interaction patterns, detect and quantify overflow of interactions, and extract insights for users and policymakers. This report aims to study the interactions by keeping the individual as the focal point. We focus on two broad forms of interactions - i) the effect online community feedback can have on individual offline actions and ii) organizations leveraging individual customers' online presence to optimize business processes. In the first part, we work on two scenarios - (a) How does community feedback affect an individual future drug consumption frequency in a drug community forum? and (b) What changes does an individual undergo immediately after getting sudden popularity in Online social media? What actions help in maintaining popularity for longer? In the second part, we leverage online information about a customer to improve the prediction of Return-to-Origin in the e-commerce platform. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/comprislidespdf-230118042356-322305ca-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Do online interactions trigger reactions back in the offline world? How can these reactions be detected and quantified? Specifically, what insights can be extracted for users, platform owners, and policymakers to minimize the potential harm of such reactions? Society functions based on the complex interactions between individuals, communities, and organizations. The advent of the Internet has enabled these interactions to move online. A website or an application that facilitates the digitization of social interactions is called a socio-technical platform. For instance, individuals converse with each other via direct messaging applications (e.g., WhatsApp, Telegram), share thoughts, and gather feedback from communities (e.g., Reddit, Twitter, Youtube). Trade of goods occurs via e-commerce (e.g., Flipkart, Amazon) and online marketplaces (e.g., Google Play store). At times interactions happening in the online world, trigger reactions in the offline world, which we call overflow. Such overflows can have either a positive or negative impact. Socio-technical platforms save every interaction and associated metadata, providing a unique opportunity to analyze rich data at scale. Discover interaction patterns, detect and quantify overflow of interactions, and extract insights for users and policymakers. This report aims to study the interactions by keeping the individual as the focal point. We focus on two broad forms of interactions - i) the effect online community feedback can have on individual offline actions and ii) organizations leveraging individual customers&#39; online presence to optimize business processes. In the first part, we work on two scenarios - (a) How does community feedback affect an individual future drug consumption frequency in a drug community forum? and (b) What changes does an individual undergo immediately after getting sudden popularity in Online social media? What actions help in maintaining popularity for longer? In the second part, we leverage online information about a customer to improve the prediction of Return-to-Origin in the e-commerce platform.
Modeling Online User Interactions and their Offline effects on Socio-Technical Platforms from IIIT Hyderabad
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Privacy. Winter School on Topics in Digital Trust. IIT Bombay /slideshow/privacy-winter-school-on-topics-in-digital-trust-iit-bombay/255004946 privacy-iitb-nov-19-20-2022-221224022135-f37e2444
Privacy, Anonymization, Fair information practices, privacy decision making, Tor, OECD, FTC ]]>

Privacy, Anonymization, Fair information practices, privacy decision making, Tor, OECD, FTC ]]>
Sat, 24 Dec 2022 02:21:35 GMT /slideshow/privacy-winter-school-on-topics-in-digital-trust-iit-bombay/255004946 precogatIIITD@slideshare.net(precogatIIITD) Privacy. Winter School on Topics in Digital Trust. IIT Bombay precogatIIITD Privacy, Anonymization, Fair information practices, privacy decision making, Tor, OECD, FTC <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/privacy-iitb-nov-19-20-2022-221224022135-f37e2444-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Privacy, Anonymization, Fair information practices, privacy decision making, Tor, OECD, FTC
Privacy. Winter School on Topics in Digital Trust. IIT Bombay from IIIT Hyderabad
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It is our choices, Harry, that show what we truly are, far more than our abilities /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-254247554/254247554 nov-15-2022-orientation-iiit-una-221116135539-23b0261c
Talk given at IIIT Una Induction for B.Tech. classof2026]]>

Talk given at IIIT Una Induction for B.Tech. classof2026]]>
Wed, 16 Nov 2022 13:55:39 GMT /slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-254247554/254247554 precogatIIITD@slideshare.net(precogatIIITD) It is our choices, Harry, that show what we truly are, far more than our abilities precogatIIITD Talk given at IIIT Una Induction for B.Tech. classof2026 <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/nov-15-2022-orientation-iiit-una-221116135539-23b0261c-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Talk given at IIIT Una Induction for B.Tech. classof2026
It is our choices, Harry, that show what we truly are, far more than our abilities from IIIT Hyderabad
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https://cdn.slidesharecdn.com/profile-photo-precogatIIITD-48x48.jpg?cb=1728111991 Precog is a group of researchers who study, analyze, build, and evaluate security and privacy aspects of complex networked systems (e.g. social web systems like Twitter, Facebook, and telephone call details). By understanding and characterizing user perceptions of security and privacy, we are interested in building secure usable technologies. Our work derives techniques from Computer Science, Information Technology, Data Mining, Text Mining, Statistics, Social Science, Public Policy, Human Computer Interaction, and Psychology. Below is a tag cloud of the words that we dabble with. precog.iiit.ac.in/ https://cdn.slidesharecdn.com/ss_thumbnails/gsfcu-vadodra-1-aug-2024-240801103228-da80c263-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/responsible-safe-ai-at-gsfc-univ-vadodra/270664041 Responsible&amp; Safe AI ... https://cdn.slidesharecdn.com/ss_thumbnails/july-29-2024-orientation-iiithyd-240730143920-1696626a-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-revised/270621611 It is our choices, Har... https://cdn.slidesharecdn.com/ss_thumbnails/a-240730080722-a94750b0-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/it-is-our-choices-harry-that-show-what-we-truly-are-far-more-than-our-abilities-f1c3/270612534 It is our choices, Har...