Sandeep Kumar @Sandeepiitp
NLP Researcher, Prime Minister Research Fellow, LLM in Science. interested in HCL +NLP t.ly/5lWK3 Joined March 2022-
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🎉 Excited to share that our paper have been accepted to EMNLP 2025 (Main Track)! Title: Can Large Language Models Unlock Novel Scientific Research Ideas? Paper link and Code: arxiv.org/abs/2409.06185 Looking forward to presenting in Suzhou, China 🇨🇳! #EMNLP2025 @emnlpmeeting
✨ Our paper "CourtEval: A Courtroom-Based Multi-Agent Evaluation Framework" got accepted to ACL (Findings)! 🎉 Huge thanks to my collaborators See you in Vienna! 📷#ACL2025 #NLProc @aclmeeting #NLP #LLMs
Thrilled to share that I attended 𝗡𝗔𝗔𝗖𝗟 𝟮𝟬𝟮𝟱 𝗶𝗻 𝗔𝗹𝗯𝘂𝗾𝘂𝗲𝗿𝗾𝘂𝗲, 𝗡𝗲𝘄 𝗠𝗲𝘅𝗶𝗰𝗼, where I presented my paper “MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews” Paper: lnkd.in/d3-V9Yn2 Albuquerque was equally memorable.
Still waiting for #NAACL2024 Meta Review.
🤖Is your peer reviews generated by ChatGPT? Can they be detected? #EMNLP2024 Attend my talk, Nov 13 (Wed), session 12, 16:00-16:15 - Room: Flagler
🌊Reached #EMNLP2024 , presenting paper on Wed Eve! Aside from this, I'd love to chat about: • AI text detection/Watermarking • AI in Science • LLM as Judge • Hypothesis Generation Also, I'm on the lookout for a summer 2025 internship/PostDoc!
🎉EMNLP 2024🎉 🎉Thrilled to announce that our paper is accepted at EMNLP 2024 Main! 'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews" We propose an algorithm for detecting AI generated Fake Reviews. #EMNLP2024.
Emnlp results are out early on Open Reviews. #Emnlp @emnlpmeeting
📚 Paper "Can Large Language Models Unlock Novel Scientific Research Ideas?" - Gives insights into the evolving role of LLMs in idea generation, both its capability and limitations. - Talks about some common matrics in this regard. - Contributes to the ongoing efforts in…
New research reveals that Claude-2 and GPT-4 outperform other models in generating aligned and diverse research ideas, contributing valuable insights into the evolving role of LLMs in academic creativity. : emergentmind.com/papers/2409.06…
10. Can Large Language Models Unlock Novel Scientific Research Ideas? 🔑 Keywords: Large Language Models, idea generation, research domains, Claude-2, GPT-4 💡 Category: Natural Language Processing 🌟 Research Objective: To explore the capability of Large Language Models…
@omarsar0 The paper explores the capability of Large Language Models (LLMs) in generating novel research ideas based on information from research papers. The authors conduct a thorough examination of 4 LLMs - Claude-2, Gemini-1.0, GPT-3.5, and GPT-4 - across five domains: Computer Science,…
LLMには”優れた新アイディアを生み出す能力がある”という事実が続々と報告されている。 科学研究のテーマで、LLMのアイディア創出能力を専門家が評価した結果、 - GPT-4のアイディアの7%は極めて斬新で、93%は実現可能 と判断された。 さらに、RAGなどで背景情報を加えると、実現性がより高まる。
LLMには”優れた新アイディアを生み出す能力がある”という事実が続々と報告されている。 科学研究のテーマで、LLMのアイディア創出能力を専門家が評価した結果、 - GPT-4のアイディアの7%は極めて斬新で、93%は実現可能 と判断された。 さらに、RAGなどで背景情報を加えると、実現性がより高まる。 https://t.co/ApSKuihg92
@omarsar0 Sounds like a promising step forward for AI in scientific research
This was already proven on a narrow basis in a paper published by Nature in 2019. Looks like narrow to general took 5 years.
This was already proven on a narrow basis in a paper published by Nature in 2019. Looks like narrow to general took 5 years.
LLM 跨学科研究创意生成能力评估 本篇论文主要是在探究 LLMs 是否能够根据研究论文生成新颖的研究创意，也是近期讨论很多的话题，感谢 @omarsar0 分享论文见解。 研究者对 4 个 LLM (Claude-2、GPT-3.5、GPT-4 和 Gemini) 在 5 个学科领域 (化学、计算机科学、经济学、医学和物理学)…
LLM 跨学科研究创意生成能力评估 本篇论文主要是在探究 LLMs 是否能够根据研究论文生成新颖的研究创意，也是近期讨论很多的话题，感谢 @omarsar0 分享论文见解。 研究者对 4 个 LLM (Claude-2、GPT-3.5、GPT-4 和 Gemini) 在 5 个学科领域 (化学、计算机科学、经济学、医学和物理学)… https://t.co/5nfACb5qA2
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