Can LLMs Generate Novel Research Ideas? This paper from @StanfordAILab performs a human study with 100+ NLP researchers and discovers that LLM-generated ideas are more novel! Excited to have the authors @ChengleiSi @Diyi_Yang and @tatsu_hashimoto here to discuss their work!
@askalphaxiv
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Chain-of-Thought Prompting: Which Tasks Benefit Most?
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To CoT or not to CoT? Which tasks does Chain-of-thought (CoT) prompting benefit the most? The authors are here to answer your questions! @ZayneSprague @fangcong_y10593 @juand_r_nlp @Dongwei__Jiang @ManyaWadhwa1 @prasann_singhal @lucy_xyzhao @xiye_nlp @kmahowald @gregd_nlp
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alphaXiv Becomes arXiv Labs Project with Chrome Extension
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Hi Alessandro! We're in the process of becoming an arXiv Labs project, upon which arXiv will include linking to alphaXiv! Until then, we have a Chrome extension with automatic linking when reading papers on arXiv. Feel free to check it out here:
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Formal domains data integration in LLM pretraining
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5) Are there are other formal or rule-based domains where including its data in LLM pretraining can help?
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Code Impact in Pretraining: Systematic Study and Analysis
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4) The first work that systematically studies the impact of code in pretraining, inspired by Yoav Goldberg and Yao Fu’s assumptions
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Code Properties Enhancing Natural Language Task Performance
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3) What are the main properties of code that contribute to the improvement in performance on natural language tasks?
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Generating High-Quality Synthetic Code Data for Pretraining
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2) How can we generate high-quality synthetic code data to assist in pretraining?
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Code Pretraining Impact on Multilingual Language Models
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Tune into the excellent discussion on our most actively discussed paper this week: To Code, or Not to Code! Here are the top 5 comments/questions! Thanks again @viraataryabumi and team! 1) How does pretraining on code data impact performance on non-English downstream tasks?
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alphaXiv Launches Google Scholar Integration Feature
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alphaXiv now supports Google Scholar Integration!
— alphaXiv (@askalphaxiv) 21 septembre 2024
Add the link to your Scholar profile and we'll automatically sync all your arXiv papers. pic.twitter.com/IIjQXD3qRZalphaXiv now supports Google Scholar Integration! Add the link to your Scholar profile and we'll automatically sync all your arXiv papers.
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Open Research Platform Hiring Full-Stack Backend Engineer
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Join Our Team We're looking for a full-time full-stack/backend engineer to continue growing the platform and fulfill our mission of open & interactive research. If you have an excellent webdev background and align with our mission, please DM us or email contact@alphaxiv.org!