Niranjan

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Niranjan

Niranjan

@b_niranjan

NLP Researcher Stony Brook University Views my own.

Beigetreten Nisan 2011
644 Folgt1.7K Follower
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Niranjan
Niranjan@b_niranjan·
Interested in Autonomous coding agents? Check out AppWorld, a labor of love from @harsh3vedi et al. Provides an execution environment & a challenging benchmark for interactive coding agents on complex everyday tasks over common apps. @stonybrooknlp #ACL2024 @aclmeeting #NLProc.
Harsh Trivedi@harsh3vedi

🔥 Autonomous AI Assistants (e.g., #googleio2024, #WWDC24) and coding agents (e.g., #Devin, #SWEAgent) have garnered a lot of attention recently. We can envision coding agents autonomously completing complex day-to-day tasks across apps using APIs on our behalf. But how can we develop & benchmark them in a rigorous & reproducible manner? 🚀 Introducing AppWorld: 🌎a simulated world environment where agents can write code to interact with many apps via APIs on behalf of people 📊a benchmark of complex tasks defined on it, and 🧪a robust evaluation framework for assessing agent’s goal completion. 📢 To appear as an #ACL2024 paper 🌎💻🧑‍🤝‍🧑 “AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents” #NLProc #ai #AIagents 📜 arxiv.org/abs/2407.18901 (paper) 🌐 appworld.dev for code, blog, data (tasks, APIs, trajectories) explorer, interactive playground, leaderboard & more!

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Isha Puri
Isha Puri@ishapuri101·
ChatGPT several times where's best to go for spring break? It recommends Barcelona almost every time. This isn't a fluke. RL training rewards one best answer, so the model learns to commit to one mode and repeat it. Meet Multi-Answer RL: a simple RL method that trains LMs to reason through and output a distribution of answers in a single generation. [1/N]
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Tuhin Chakrabarty
Tuhin Chakrabarty@TuhinChakr·
🚨New paper on AI & Copyright 👨‍⚖️Courts have credited LLM companies' claims that safety alignment prevents reproduction of copyrighted expression. But what if fine-tuning on a simple writing task ruins it all? Worse : Fine-tuning on a single author's books (e.g., Murakami) unlocks verbatim recall of copyrighted books from 30+ unrelated authors, sometimes as high as 90%. Joint work with @niloofar_mire (@LTIatCMU), Jane Ginsburg ( @ColumbiaLaw) and my amazing PhD student @irisiris_l (@sbucompsc ) (1/n)🧵
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Yash Kumar Lal
Yash Kumar Lal@lal_yash·
Slightly late but excited to share that I defended my PhD @stonybrooknlp in Dec ’25. Grateful for my time at there, thankful to people I met along the way & extremely happy about the work I did with everyone! Excited for my next adventure as a postdoc @osunlp @hhsun1 @ysu_nlp
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Siva Reddy
Siva Reddy@sivareddyg·
McGill University (@mcgillu) has many open faculty and postdoctoral positions with generous funding packages, thanks to Impact+ grants, which are investing $2 billion to attract global talent to Canada 🇨🇦🇨🇦🇨🇦. Associate/Full Professor: $8 million startup package Assistant Professor: $600K startup package Postdoc: $70K (starting salary) If you are interested and work in the space of AI/ML/NLP/LLMs, please reach out to me. #AI #NLProc #ML
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Mohit Bansal
Mohit Bansal@mohitban47·
Deeply happy and honored to be elected as an ACL Fellow -- and to be a part of the respected cohort of this+past years' fellows (congrats everyone)! 🙏 All the credit (and sincere gratitude) to all my amazing students, postdocs, collaborators, mentors, and family! 🤗💙
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Akari Asai
Akari Asai@AkariAsai·
1/ Hiring PhD students at CMU SCS (LTI/MLD) for Fall 2026 (Deadline 12/10) 🎓 I work on open, reliable LMs: augmented LMs & agents (RAG, tool use, deep research), safety (hallucinations, copyright), and AI for science, code & multilinguality & open to bold new ideas! FAQ in 🧵
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Amazon Science
Amazon Science@AmazonScience·
Announcing 63 #AmazonResearchAwards recipients from 41 universities in 8 countries across 5 research areas. Awardees have access to 700+ Amazon public datasets and can utilize AWS AI/ML services and tools through AWS Promotional Credits. amazon.science/research-areas…
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Niranjan
Niranjan@b_niranjan·
If you are interested in SLM based multi-agent systems check this paper led by @bsbijoy2050. This @aaclmeeting paper shows how you can train efficient and effective SLM based small agents on the AppWorld benchmark. Work supported by a @SUNY-@IBM collaboration grant.
bijoy@bsbijoy2050

🔥 New paper alert! 🔥 🚀 Excited to announce that the first paper of my PhD, “ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models”, has been accepted at IJCNLP-AACL 2025 (Main) as a long paper! 🧵1/5 #NLProc #AIResearch

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bijoy
bijoy@bsbijoy2050·
🔥 New paper alert! 🔥 🚀 Excited to announce that the first paper of my PhD, “ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models”, has been accepted at IJCNLP-AACL 2025 (Main) as a long paper! 🧵1/5 #NLProc #AIResearch
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Niranjan
Niranjan@b_niranjan·
It was a joy to have been part of your journey @harsh3vedi. Learnt so much from you and through your projects. Looking forward to seeing the next phase in your journey.
Harsh Trivedi@harsh3vedi

🚨 Late Life update 🎓 I defended my thesis (AppWorld, IRCoT, MuSiQue, DiRe, TeaBReaC) & joined @allen_ai as a research scientist earlier this year 🙏 Deeply grateful to my awesome advisor @b_niranjan mentors @tusharkhot @Ashish_S_AI, committee members @HAndySchwartz @OwenRambow @sameer_, many collaborators, @stonybrooknlp labmates, friends & family 🤝If you want to collaborate, DMs are open! I’m interested in (tool-use, coding, web) agents and environments 🌎 We've many exciting releases on the AppWorld front coming up. Stay tuned! Or DM if you can help! 🙂

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Harsh Trivedi
Harsh Trivedi@harsh3vedi·
🚨 Late Life update 🎓 I defended my thesis (AppWorld, IRCoT, MuSiQue, DiRe, TeaBReaC) & joined @allen_ai as a research scientist earlier this year 🙏 Deeply grateful to my awesome advisor @b_niranjan mentors @tusharkhot @Ashish_S_AI, committee members @HAndySchwartz @OwenRambow @sameer_, many collaborators, @stonybrooknlp labmates, friends & family 🤝If you want to collaborate, DMs are open! I’m interested in (tool-use, coding, web) agents and environments 🌎 We've many exciting releases on the AppWorld front coming up. Stay tuned! Or DM if you can help! 🙂
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Yash Kumar Lal
Yash Kumar Lal@lal_yash·
🚨 New paper alert! 🚨 📢 Announcing MuSciClaims, a multimodal claim verification benchmark for heterogeneous, information-rich scientific figures. Such verification is crucial for evaluating scientific hypotheses & ensuring trust and reproducibility in results. 1/6 #NLProc
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Entdecken

@niloofar_mire @LTIatCMU @ColumbiaLaw @irisiris_l @sbucompsc @stonybrooknlp @osunlp @hhsun1