Search Results - "Handa, Kunal"

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    Towards Development Of A Virtual Reality Game For Children With Autism Spectrum Disorder by Gulati, Rishi, Handa, Kunal

    “…Children suffering from ASD or disorders with similar symptoms find it cumbersome to efficaciously develop, use and polish their cogent, motor, communication…”
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    Conference Proceeding
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    Fine-Tuning Large Language Models to Appropriately Abstain with Semantic Entropy by Tjandra, Benedict Aaron, Razzak, Muhammed, Kossen, Jannik, Handa, Kunal, Gal, Yarin

    Published 22-10-2024
    “…Large Language Models (LLMs) are known to hallucinate, whereby they generate plausible but inaccurate text. This phenomenon poses significant risks in critical…”
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    Journal Article
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    Task Ambiguity in Humans and Language Models by Tamkin, Alex, Handa, Kunal, Shrestha, Avash, Goodman, Noah

    Published 20-12-2022
    “…Language models have recently achieved strong performance across a wide range of NLP benchmarks. However, unlike benchmarks, real world tasks are often poorly…”
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    Journal Article
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    Bayesian Preference Elicitation with Language Models by Handa, Kunal, Gal, Yarin, Pavlick, Ellie, Goodman, Noah, Andreas, Jacob, Tamkin, Alex, Li, Belinda Z

    Published 08-03-2024
    “…Aligning AI systems to users' interests requires understanding and incorporating humans' complex values and preferences. Recently, language models (LMs) have…”
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    Journal Article
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    Emergence of Abstract State Representations in Embodied Sequence Modeling by Yun, Tian, Zeng, Zilai, Handa, Kunal, Thapliyal, Ashish V, Pang, Bo, Pavlick, Ellie, Sun, Chen

    Published 03-11-2023
    “…Decision making via sequence modeling aims to mimic the success of language models, where actions taken by an embodied agent are modeled as tokens to predict…”
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    Journal Article
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    "Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms by Handa, Kunal, Clapper, Margaret, Boyle, Jessica, Wang, Rose E, Yang, Diyi, Yeager, David S, Demszky, Dorottya

    Published 16-10-2023
    “…Teachers' growth mindset supportive language (GMSL)--rhetoric emphasizing that one's skills can be improved over time--has been shown to significantly reduce…”
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    Journal Article