Lin Ai
@_Lin_Ai_
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Ph.D. candidate at Columbia University @ColumbiaCompSci @columbianlp. Ex-Research Intern at @Meta and @jpmorgan MLCOE
New York, NY
Joined April 2024
Congratulations to this year's deserving winner, whose dedication has significantly shaped our field! Their service is an inspiration to us all. β¨ #ACL2025NLP #DistinguishedServiceAward #CompLing #Community
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Productive week at #coling2025 in Abu Dhabi! πͺπ΄Presented 2 papers π: 1οΈβ£ NoVAScore: Evaluating Novelty β https://t.co/CuavjG0Pbl 2οΈβ£ PropaInsight: Understanding Propaganda β https://t.co/R5YyHcCCeo Grateful for my amazing collaborators!β
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Everything you love about generative models β now powered by real physics! Announcing the Genesis project β after a 24-month large-scale research collaboration involving over 20 research labs β a generative physics engine able to generate 4D dynamical worlds powered by a physics
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Hereβs 2/2 of my #coling2025 papers: NoVAScoreπ We introduce an automated metric to assess document novelty and salience. Huge thanks to my coauthor @SaraZiweiGong and the team for their amazing collaboration! Read here: https://t.co/beJwQxGj2d
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Excited to share 1/2 of my #coling2025 papers: PropaInsight: Toward Deeper Understanding of Propaganda! Huge thanks to my coauthors @JiatengLiu, @May_F1_ and team, and special thanks to @juliahberg, @hengjinlp, @preslav_nakov for their support! Read here: https://t.co/w9ZggAWWhD
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Over an amazing week in Miami, I presented 3 papers at #EMNLP2024! 1οΈβ£ QASE: Engancing LLMs for MRC 2οΈβ£ ConvoSentinel: Defending Social Engineering in LLMs 3οΈβ£ OpenIE Survey: From Rule-Based to LLMs Loved reuniting with old friends & meeting brilliant researchers! π #NLP #LLM
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π Excited to share our EMNLP 2024 paper! We introduce a module that enhances generative models for extractive MRC with minimal computational cost, bridging the gap between generative and extractive models. π Check it out: https://t.co/vfh1CeiJ5l
#EMNLP2024 #NLP #LLMs
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π¨ Thrilled to announce our EMNLP 2024 paper on defending against LLM-driven social engineering attacks, co-authored with @TharinduKTS, @Amrita_Bh, and more! Check it out: https://t.co/mrk22KFjnD π #EMNLP2024 #NLP
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Excited to share our EMNLP 2024 survey on Open Information Extraction, co-authored with @SaraZiweiGong, @pailiu1998, and more! π Grateful for such an amazing team. Check it out: https://t.co/knfRJGT8gS π #EMNLP2024 #NLP
I'm happy to announce that our paper, A Survey on Open Information Extraction from Rule-based Model to Large Language Model, is accepted to EMNLP 2024! Check it out here for everything you need to know about OpenIE now: https://t.co/1Nc75p3Vjz. Camera-ready version coming soon.
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π Excited to share that I have three papers accepted at EMNLP 2024, covering: enhancing PLMs for reading comprehension, defending against LLM-driven cyber-attacks, and a survey on OpenIE advancements! π #EMNLP2024 #NLP #AI #LLMs #MachineLearning
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