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Sakhawat Adib
Sakhawat Adib Ą¤

āĻ āφāχ āĻĒā§āϰāĻŽā§āĻĒāϟ āĻĨ⧇āϕ⧇ āĻ›āĻŦāĻŋ āĻœā§‡āύāĻžāϰ⧇āϟ āĻ•āϰ⧇ āϕ⧀āĻ­āĻžāĻŦ⧇? DAAM Experiment and Paper Reflection

āφāϜāϕ⧇ āĻĒā§āϰāϤāĻŋāϤāĻŋāύ āĻāĻ•āϟāĻž āĻ•āϰ⧇ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĒ⧜āĻžāϰ ⧝āĻŽ āĻĻāĻŋāύāĨ¤ āĻ—āϤāĻ•āĻžāϞ āĻ•āĻŋāϛ⧁ āĻ•āĻžāĻœā§‡āϰ āϜāĻ¨ā§āϝ āφāĻŽāĻžāϕ⧇ nano banana āĻĻāĻŋā§Ÿā§‡ āĻ›āĻŦāĻŋ āĻœā§‡āύāĻžāϰ⧇āϟ āĻ•āϰāϤ⧇ āĻšā§Ÿā§‡āϛ⧇āĨ¤ āϤāĻ–āύāχ āĻ­āĻžāĻŦāĻ›āĻŋāϞāĻžāĻŽ, āϝ⧇ āφāĻšā§āĻ›āĻž āφāĻŽāĻžāϰ āĻĒā§āϰāĻŽā§āĻĒāĻŸā§‡āϰ āϕ⧋āύ āĻ…āĻ‚āĻļ⧇āϰ āϏāĻžāĻĨ⧇ āϕ⧀āĻ­āĻžāĻŦ⧇ āĻāχ āĻ›āĻŦāĻŋāϰ āĻŽāĻŋāϞ āϘāϟāĻŋā§Ÿā§‡ AI āĻ›āĻŦ...

DAAM ACL2023 Image AI
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āĻ āφāχ āĻĒā§āϰāĻŽā§āĻĒāϟ āĻĨ⧇āϕ⧇ āĻ›āĻŦāĻŋ āĻœā§‡āύāĻžāϰ⧇āϟ āĻ•āϰ⧇ āϕ⧀āĻ­āĻžāĻŦ⧇?  DAAM Experiment and Paper Reflection
Sakhawat Adib
Sakhawat Adib Ą¤

āφāĻ°ā§āϟāĻŋāĻĢāĻŋāϏāĻŋ⧟āĻžāϞ āχāĻ¨ā§āĻŸā§‡āϞāĻŋāĻœā§‡āĻ¨ā§āϏ āĻ•āĻŋ āĻ•ā§ŒāϤ⧁āĻšāϞ⧀ āĻšāϤ⧇ āĻĒāĻžāϰ⧇?

āφāϜāĻ•āĻžāϞ āφāĻ°ā§āϟāĻŋāĻĢāĻŋāĻļāĻŋ⧟āĻžāϞ āχāĻ¨ā§āĻŸā§‡āϞāĻŋāĻœā§‡āĻ¨ā§āϏ āĻŦāĻž AI āφāĻŽāĻžāĻĻ⧇āϰ āĻšā§Ÿā§‡ āĻ›āĻŦāĻŋ āφāρāĻ•āϛ⧇, āĻ•āĻŦāĻŋāϤāĻž āϞāĻŋāĻ–āϛ⧇, āϜāϟāĻŋāϞ āϏāĻŦ āĻĒā§āϰāĻļā§āύ⧇āϰ āωāĻ¤ā§āϤāϰ āĻĻāĻŋāĻšā§āϛ⧇āĨ¤ āĻĻ⧇āϖ⧇ āĻŽāύ⧇ āĻšā§Ÿ āϏ⧇ āϝ⧇āύ āϏāĻŦāϜāĻžāĻ¨ā§āϤāĻžāĨ¤ āĻ•āĻŋāĻ¨ā§āϤ⧁ āĻāχ āϝ⧇ āĻāϤ āĻ•āĻŋāϛ⧁ āĻ•āϰāĻž āĻ•āĻŽā§āĻĒāĻŋāωāϟāĻžāϰ āĻĒā§āϰ⧋āĻ—ā§āϰāĻžāĻŽ, āϤāĻžāϰ āĻ•āĻŋ āĻ•āĻ–āύ⧋ āĻŽāύ⧇ āĻšā§Ÿ, &...

AI intrinsic motivation Future of AI
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āφāĻ°ā§āϟāĻŋāĻĢāĻŋāϏāĻŋ⧟āĻžāϞ āχāĻ¨ā§āĻŸā§‡āϞāĻŋāĻœā§‡āĻ¨ā§āϏ āĻ•āĻŋ āĻ•ā§ŒāϤ⧁āĻšāϞ⧀ āĻšāϤ⧇ āĻĒāĻžāϰ⧇?
Sakhawat Adib
Sakhawat Adib Ą¤

Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments

āĻĒā§āϰāϤāĻŋāĻĻāĻŋāύ āĻāĻ•āϟāĻž āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĒ⧜āĻžāϰ āφāϜ āĻ…āĻˇā§āϟāĻŽ āĻĻāĻŋāύāĨ¤ NLP āύāĻŋā§Ÿā§‡ āĻ•āĻžāϜ āϝ⧇ āĻ•āϤ āĻĻā§āϰ⧁āϤ āĻāĻ—āĻŋā§Ÿā§‡ āϝāĻžāĻšā§āϛ⧇ āĻāχ āĻ—āĻŦ⧇āώāĻŖāĻž āϤāĻžāϰ āĻĒā§āϰāĻŽāĻžāĻŖāĨ¤ āφāϜāϕ⧇āϰ āϏāĻŽā§Ÿ āφāĻŽāϰāĻž āĻ•āĻ–āύ⧋āχ user āĻāϰ āĻĻ⧇āĻ“ā§ŸāĻž prompt āϏāϰāĻžāϏāϰāĻŋ AI āϕ⧇ āĻĻāĻŋā§Ÿā§‡ āĻĻ⧇āχ āύāĻžāĨ¤ āĻāϰ āϏāĻžāĻĨ⧇ āĻ…āύ⧇āĻ• āϰāĻ•āĻŽ āϤāĻĨā§āϝ āĻœā§ā§œā§‡ āĻĻ...

AI Language ACL2024
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Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments
Sakhawat Adib
Sakhawat Adib Ą¤

Mission: Impossible Language Models

āφāϜāϕ⧇ āϝ⧇ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĒ⧜āϞāĻžāĻŽ āϏ⧇āχāϟāĻž āĻāϤāχ āχāĻ¨ā§āϟāĻžāϰ⧇āĻ¸ā§āϟāĻŋāĻ‚ āϝ⧇ āĻĒ⧜āϤ⧇ āĻĒ⧜āϤ⧇ āφāĻŽāĻžāϰ āωāĻĒāĻ¨ā§āϝāĻžāϏ āĻĒ⧜āĻžāϰ āĻŽāϤ āϰ⧋āĻŽāĻžāĻžā§āϚ āĻšāĻšā§āĻ›āĻŋāϞāĨ¤ āϤ⧋ āϝāĻžāĻ•, āĻāχāϟāĻž ⧍ā§Ļ⧍ā§Ē āĻ ACL āĻ āϏāĻŦāĻšā§‡ā§Ÿā§‡ āĻ­āĻžāϞ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ⧇āϰ āĻāĻ“ā§ŸāĻžāĻ°ā§āĻĄ āĻĒā§‡ā§Ÿā§‡āϛ⧇āĨ¤ āϝāĻžāχāĻšā§‹āĻ• āϝāĻž āĻŦ⧁āĻāϞāĻžāĻŽ āϤ⧁āϞ⧇ āϧāϰāĻ›āĻŋāĨ¤ āĻāφāχ āĻ•āĻŋ āφ...

AI Language ACL2025
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Mission: Impossible Language Models
Sakhawat Adib
Sakhawat Adib Ą¤

All That Glitters is Not Novel: Plagiarism in AI Generated Research

āφāϜāϕ⧇ āϝ⧇ āĻĒ⧇āĻĒāĻžāϰāϟāĻž āĻĒā§œā§‡āĻ›āĻŋ, āφāĻŽāĻžāϰ āĻŽāϤ⧇ āϏ⧇āχāϟāĻž āφāĻŽāĻžāϰāĻŽāϤāχ āϝāĻžāϰāĻž āύāϤ⧁āύ āύāϤ⧁āύ āĻ—āĻŦ⧇āώāĻŖāĻžāϰ āĻĻ⧁āύāĻŋ⧟āĻžā§Ÿ āĻāϏ⧇āϛ⧇ āϏāĻŦāĻžāϰ āĻŦ⧁āĻāĻž āĻĻāϰāĻ•āĻžāϰāĨ¤ āĻĒ⧇āĻĒāĻžāϰ NLP āύāĻŋā§Ÿā§‡ āĻšāϞ⧇āĻ“ ACL āĻāϰ āφāωāϟāĻ¸ā§āĻŸā§āϝāĻžāĻ¨ā§āĻĄāĻŋāĻ‚ āĻĒ⧇āĻĒāĻžāϰ āĻāϰ āϖ⧇āϤāĻžāĻŦ āĻĒāĻžāĻ“ā§ŸāĻž āĻāχ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĻ⧇āĻ–āĻžā§Ÿ āϝ⧇, āϜāĻŋāĻĒāĻŋāϟāĻŋ āĻŦāĻž āĻœā§‡āĻŽ...

AI Plagiarism Research
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All That Glitters is Not Novel: Plagiarism in AI Generated Research
Sakhawat Adib
Sakhawat Adib Ą¤

Language Models Resist Alignment: Evidence From Data Compression

āφāϜāϕ⧇ āϝ⧇āχ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĒāĻĄāĻŧāϞāĻžāĻŽ āϏ⧇āχāϟāĻž āϖ⧁āĻŦāχ āĻŽāϜāĻžāϰ āĻāĻ•āϟāĻž āĻŦāĻŋāώāϝāĻŧ āύāĻŋāϝāĻŧ⧇ āφāϞ⧋āϚāύāĻž āĻ•āϰ⧇āϛ⧇, āĻāĻŦāĻ‚ āĻāϜāĻ¨ā§āϝ Outstanding āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻšāĻŋāϏāĻžāĻŦ⧇ ACL 2025 āĻ āĻĒ⧁āϰāĻˇā§āĻ•āĻžāϰāĻ“ āĻĒ⧇āϝāĻŧ⧇āϛ⧇āĨ¤ āĻšā§āϝāĻžāϟāϜāĻŋāĻĒāĻŋāϟāĻŋ āĻŦāĻž āĻ…āĻ¨ā§āϝāĻžāĻ¨ā§āϝ āĻŽāĻĄā§‡āϞāϗ⧁āϞ⧋ āϕ⧇āύ āĻŽāĻžāĻā§‡ āĻŽāĻžāĻā§‡ 'āωāĻ˛ā§āϟāĻžāĻĒāĻžāϞ...

AI Alignment Safety
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Language Models Resist Alignment: Evidence From Data Compression
Sakhawat Adib
Sakhawat Adib Ą¤

Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs

āφāϜāϕ⧇ ⧍ā§Ļ⧍ā§Ģ āĻāϰ ACL āĻ āφāϏāĻž āĻ¸ā§āĻŸā§āϝāĻžāύāĻĢā§‹āĻ°ā§āĻĄā§‡āϰ āĻāĻ•āϟāĻž award winning paper āĻĒ⧜āϞāĻžāĻŽāĨ¤ āĻŦāĻžāĻ¸ā§āϤāĻŦ āĻĻ⧁āύāĻŋ⧟āĻž āϝ⧇ āĻ•āϤāϟāĻž āĻ•āĻ āĻŋāύ āĻāĻŦāĻ‚ āĻŦāĻŋāĻ­āĻ•ā§āϤ āφāϰ āĻ•āĻžāĻ˛ā§āĻĒāύāĻŋāĻ• āϏāĻžāĻŽā§āϝ āϝ⧇ āĻ•āϤ āĻ­āĻ™ā§āϗ⧁āϰ āϤāĻž āĻāχ āĻ—āĻŦ⧇āώāĻŖāĻžā§Ÿ āĻšāĻžā§œā§‡ āĻšāĻžā§œā§‡ āĻĒā§āϰāĻŽāĻžāĻŖ āĻšā§Ÿā§‡ āϝāĻžā§Ÿã€‚ āĻ•ā§ƒāĻ¤ā§āϰāĻŋāĻŽ āĻŦ⧁āĻĻā§āϧāĻŋāĻŽāĻ¤ā§āϤāĻž...

AI Humor Research
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Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs
Sakhawat Adib
Sakhawat Adib Ą¤

Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest

āĻĒā§āϰāϤāĻŋāĻĻāĻŋāύ āĻāĻ•āϟāĻŋ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ, āφāϜ āϤ⧃āĻ¤ā§€ā§Ÿ āĻĻāĻŋāύāĨ¤ āĻĻ⧁āχāĻĻāĻŋāύ AI safety āύāĻŋā§Ÿā§‡ āĻĻ⧇āĻ–āĻžāϰ āĻĒāϰ āĻšāϟāĻžā§Ž āĻŽāύ⧇ āĻšāϞ, āϜāĻŋāĻĒāĻŋāϟāĻŋ āϝ⧇ āĻœā§‹āĻ• āĻŦāϞ⧇, āϏ⧇āχāϟāĻž āĻ•āĻŋ āϏ⧇ āύāĻŋāĻœā§‡ āĻŦ⧁āĻā§‡? āύāĻžāĻ•āĻŋ āϐ āĻšāĻžāϏāĻŋāϰ āχāĻŽā§‹āϜāĻŋāχ āĻļ⧇āώ? āϤ⧋ āϜāĻŋāύāĻŋāϏāϟāĻž āύāĻŋā§Ÿā§‡ āϕ⧇āω āĻ•āĻžāϜ āĻ•āϰ⧇āϛ⧇ āĻ•āĻŋāύāĻž āϖ⧁āϜāϤ⧇ āĻ—āĻŋā§Ÿā§‡ āĻāχ...

AI Humor Research
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Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest
Sakhawat Adib
Sakhawat Adib Ą¤

Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral

āφāĻ—āĻžāĻŽā§€ ā§Š āĻŽāĻžāϏ āĻĒā§āϰāϤāĻŋāĻĻāĻŋāύ āĻāĻ•āϟāĻž āĻ•āϰ⧇ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĒ⧜āĻžāϰ āϞāĻ•ā§āĻˇā§āϝ⧇āϰ āφāϜ ⧍⧟ āĻĻāĻŋāύāĨ¤ āφāϜāϕ⧇āϰ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰāϟāĻŋ ⧍ā§Ļ⧍ā§Ģ āϏāĻžāϞ⧇ ACL āĻ āϏ⧇āϰāĻž āϰāĻŋāϏ⧋āĻ°ā§āϏ āĻĒ⧇āĻĒāĻžāϰ āĻšāĻŋāϏāĻžāĻŦ⧇ āĻĒā§‚āϰāĻˇā§āĻ•āĻžāϰ āĻĒā§‡ā§Ÿā§‡āϛ⧇āĨ¤ āĻŦ⧇āĻļ āχāωāύāĻŋāĻ• āĻāĻ•āϟāĻž āϜāĻŋāύāĻŋāϏ āύāĻŋā§Ÿā§‡ āĻ•āĻžāϜ āĻ•āϰ⧇āϛ⧇āύ āĻ—āĻŦ⧇āώāĻ•āϰāĻž, āϤāĻŦ⧇ āφāĻŽāĻžāϰ āĻŽ...

AI Ethics Multilingual
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Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral
Sakhawat Adib
Sakhawat Adib Ą¤

A Theory of Response Sampling in LLMs

āφāĻŽāĻŋ āφāĻŽāĻžāϰ āχāĻ¨ā§āϟāĻžāĻ°ā§āύāĻļāĻŋāĻĒ⧇āϰ āĻĒāϰ⧇āϰ āϤāĻŋāύ āĻŽāĻžāϏ āĻĒā§āϰāϤāĻŋāĻĻāĻŋāύ āĻ…āĻ¨ā§āϤāϤ āĻāĻ•āϟāĻž āĻ•āϰ⧇ āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ āĻĒ⧜āĻžāϰ āϏāĻ‚āĻ•āĻ˛ā§āĻĒ āύāĻŋā§Ÿā§‡āĻ›āĻŋāĨ¤ āϏ⧇āχ āĻĒāϰāĻŋāĻ•āĻ˛ā§āĻĒāύāĻžāϰ āĻ…āĻ‚āĻļ āĻšāĻŋāϏ⧇āĻŦ⧇ āφāϜ āϝ⧇ āĻĒ⧇āĻĒāĻžāϰāϟāĻž āĻĒ⧜āϞāĻžāĻŽ, āϏ⧇āϟāĻž ACL 2025-āĻāϰ āϏ⧇āϰāĻž āĻ—āĻŦ⧇āώāĻŖāĻžāĻĒāĻ¤ā§āϰ⧇āϰ āĻĒ⧁āϰāĻ¸ā§āĻ•āĻžāϰ āĻĒā§‡ā§Ÿā§‡āϛ⧇āĨ¤ āĻ…āύ⧇āϕ⧇ āĻŽāύ⧇...

LLM AI Research
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A Theory of Response Sampling in LLMs