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delete some news
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_config.yml

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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
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<channel>
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<title>Jingfeng Yang</title>
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<link></link>
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<link>http://localhost:4000</link>
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<a href="/">Jingfeng Yang<span>&#39;s homepage</span></a>
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<a href="http://localhost:4000/">Jingfeng Yang<span>&#39;s homepage</span></a>
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<a href="#bio">Bio<span> &nbsp;/&nbsp; </span></a>
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<a href="#news">News<span> &nbsp;/&nbsp; </span></a>
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<a href="#education">Education<span> &nbsp;/&nbsp; </span></a>
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<a href="#blog">Blog<span> &nbsp;/&nbsp; </span></a>
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<p> I am a founding member and scientist at Amazon Generative Foundational AI, building LLMs from scratch for Amazon (i.e. <a href="https://www.aboutamazon.com/news/retail/amazon-rufus" style="color:#4133ff;">Rufus</a>). Priviously, I worked at Amazon <a href="https://amazonsearchqu.github.io/" style="color:#4133ff;">QU</a> team. I dropped out of <a href="https://www.cs.washington.edu/research/nlp/people" style="color:#4133ff;">UW CS PhD program (NLP track)</a> in 2021 due to some personal reasons. I received M.S. in Computer Science at <a href="https://www.gatech.edu/" style="color:#4133ff;">Georgia Tech</a> in 2021, where I worked with Prof. <a href="https://cs.stanford.edu/~diyiy/" style="color:#4133ff;">Diyi Yang</a> at SALT lab, currently at <a href="https://nlp.stanford.edu/people/" style="color:#4133ff;">Stanford University</a>. Before that, I received B.S. in Biological Science and Computer Science at <a href="http://english.pku.edu.cn/" style="color:#4133ff;">Peking University</a> in 2019. I also did research at <a href="https://research.google/" style="color:#4133ff;">Google</a> and <a href="https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/" style="color:#4133ff;">Microsoft</a> previously. </p>
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<p> I am a founding member and scientist at Amazon Generative Foundational AI, building LLMs from scratch for Amazon (i.e. <a href="https://www.aboutamazon.com/news/retail/amazon-rufus" style="color:#4133ff;">Rufus</a>). Previously, I worked at Amazon <a href="https://amazonsearchqu.github.io/" style="color:#4133ff;">QU</a> team. I received Computer Science degrees from <a href="https://www.gatech.edu/" style="color:#4133ff;">Georgia Tech</a> and <a href="http://english.pku.edu.cn/" style="color:#4133ff;">Peking University</a>. My advisor was Prof. <a href="https://cs.stanford.edu/~diyiy/" style="color:#4133ff;">Diyi Yang</a>, currently at <a href="https://nlp.stanford.edu/people/" style="color:#4133ff;">Stanford University</a>. I also did research at <a href="https://research.google/" style="color:#4133ff;">Google</a> and <a href="https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/" style="color:#4133ff;">Microsoft</a> previously. </p>
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<p> Nowadays, I'm mainly working on LLMs <a href="https://jingfengyang.github.io/gpt" style="color:#4133ff;">[Blog: Reproduction and Usage of GPT3/ChatGPT]</a>, including 1) pretraining (data, infrastructure, scaling laws) 2) post-training (instruction tuning, human and AI preference learning) 3) evaluation 4) language agents (tool using, planning and reasoning, long-context handling) 5) alignment and AI safety <a href="https://jingfengyang.github.io/safety" style="color:#4133ff;">[Blog: AI Safety: Why, What, and How]</a>.</p>
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<p><b>May 9th, 2023:</b> New Blog Post on "AI Safety: Why, What, and How". <a href="https://jingfengyang.github.io/safety" style="color:#4133ff;">[Blog]</a> <a href="https://twitter.com/JingfengY/status/1656143046185201665" style="color:#4133ff;">[Tweets]</a> </p>
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<p><b>April 29th, 2023:</b> New survey "Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond" is on arXiv. <a href="https://arxiv.org/abs/2304.13712" style="color:#4133ff;">[Paper]</a> <a href="https://github.com/Mooler0410/LLMsPracticalGuide" style="color:#4133ff;">[Repo]</a> <a href="https://x.com/ylecun/status/1651762787373428736" style="color:#4133ff;">[Yann LeCun's Post]</a> </p>
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<p><b>Feb 13th, 2023:</b> New Blog Post on Reproduction and Usage of GPT3/ChatGPT. <a href="https://jingfengyang.github.io/gpt" style="color:#4133ff;">[Blog]</a> <a href="https://zhuanlan.zhihu.com/p/607744955" style="color:#4133ff;">[Blog (in Chinese)]</a> <a href="https://twitter.com/JingfengY/status/1625003999387881472" style="color:#4133ff;">[Tweets]</a> </p>
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<p><b>Apr 7th, 2022:</b> Our paper "SUBS: Subtree Substitution for Compositional Semantic Parsing." is accepted at NAACL 2022. <a href="https://mp.weixin.qq.com/s/MKmh0BVYr1gjucjuYE7MoQ" style="color:#4133ff;">[Blog: Compositional Generalization (in Chinese)]</a> </p>
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<p><b>Apr 7th, 2022:</b> Our paper "Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models." is accepted at NAACL 2022 Findings. </p>
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<p><b>Feb 23th, 2022:</b> Our paper "TableFormer: Robust Transformer Modeling for Table-Text Encoding." is accepted at ACL 2022 (<font color="red">Oral</font>). <a href="https://mp.weixin.qq.com/s/ikuHpGt3nYYkitUYlesdfA" style="color:#4133ff;">[Blog (in Chinese)]</a> <a href="https://github.com/google-research/tapas/blob/master/TABLEFORMER.md" style="color:red">[Code Released]</a>
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<p><b>Jan 17th, 2022:</b> I returned to Amazon Search as an Applied Scientist. </p>
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<p><b>Sep 27th, 2021:</b> I started my Applied Scientist internship at Amazon. </p>
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<p><b>Aug 26th, 2021:</b> Our paper "Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing." is accepted at EMNLP 2021. </p>
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<p><b>Jul 12th, 2021:</b> I started my Research Internship at Google. </p>
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<p><b>Sep 15th, 2020:</b> Our paper "Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection." is accepted at EMNLP 2020. </p>
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<p>Master of Science: Computer Science, Georgia Tech, Atlanta, America. Aug 2019 - May 2021.</p>
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<p>Bachelor of Science: Computer Science and Biological Science, Peking University, Beijing, China. Sep 2015 - July 2019.</p>
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<p> I am a founding member and scientist at Amazon Generative Foundational AI, building LLMs from scratch for Amazon (i.e. <a href="https://www.aboutamazon.com/news/retail/amazon-rufus" style="color:#4133ff;">Rufus</a>). Priviously, I worked at Amazon <a href="https://amazonsearchqu.github.io/" style="color:#4133ff;">QU</a> team. I dropped out of <a href="https://www.cs.washington.edu/research/nlp/people" style="color:#4133ff;">UW CS PhD program (NLP track)</a> in 2021 due to some personal reasons. I received M.S. in Computer Science at <a href="https://www.gatech.edu/" style="color:#4133ff;">Georgia Tech</a> in 2021, where I worked with Prof. <a href="https://cs.stanford.edu/~diyiy/" style="color:#4133ff;">Diyi Yang</a> at SALT lab, currently at <a href="https://nlp.stanford.edu/people/" style="color:#4133ff;">Stanford University</a>. Before that, I received B.S. in Biological Science and Computer Science at <a href="http://english.pku.edu.cn/" style="color:#4133ff;">Peking University</a> in 2019. I also did research at <a href="https://research.google/" style="color:#4133ff;">Google</a> and <a href="https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/" style="color:#4133ff;">Microsoft</a> previously. </p>
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<p> I am a founding member and scientist at Amazon Generative Foundational AI, building LLMs from scratch for Amazon (i.e. <a href="https://www.aboutamazon.com/news/retail/amazon-rufus" style="color:#4133ff;">Rufus</a>). Previously, I worked at Amazon <a href="https://amazonsearchqu.github.io/" style="color:#4133ff;">QU</a> team. I received Computer Science degrees from <a href="https://www.gatech.edu/" style="color:#4133ff;">Georgia Tech</a> and <a href="http://english.pku.edu.cn/" style="color:#4133ff;">Peking University</a>. My advisor was Prof. <a href="https://cs.stanford.edu/~diyiy/" style="color:#4133ff;">Diyi Yang</a>, currently at <a href="https://nlp.stanford.edu/people/" style="color:#4133ff;">Stanford University</a>. I also did research at <a href="https://research.google/" style="color:#4133ff;">Google</a> and <a href="https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/" style="color:#4133ff;">Microsoft</a> previously. </p>
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<p> Nowadays, I'm mainly working on LLMs <a href="https://jingfengyang.github.io/gpt" style="color:#4133ff;">[Blog: Reproduction and Usage of GPT3/ChatGPT]</a>, including 1) pretraining (data, infrastructure, scaling laws) 2) post-training (instruction tuning, human and AI preference learning) 3) evaluation 4) language agents (tool using, planning and reasoning, long-context handling) 5) alignment and AI safety <a href="https://jingfengyang.github.io/safety" style="color:#4133ff;">[Blog: AI Safety: Why, What, and How]</a>.</p>
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<p><b>May 9th, 2023:</b> New Blog Post on "AI Safety: Why, What, and How". <a href="https://jingfengyang.github.io/safety" style="color:#4133ff;">[Blog]</a> <a href="https://twitter.com/JingfengY/status/1656143046185201665" style="color:#4133ff;">[Tweets]</a> </p>
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<p><b>April 29th, 2023:</b> New survey "Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond" is on arXiv. <a href="https://arxiv.org/abs/2304.13712" style="color:#4133ff;">[Paper]</a> <a href="https://github.com/Mooler0410/LLMsPracticalGuide" style="color:#4133ff;">[Repo]</a> <a href="https://x.com/ylecun/status/1651762787373428736" style="color:#4133ff;">[Yann LeCun's Post]</a> </p>
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<p><b>Feb 13th, 2023:</b> New Blog Post on Reproduction and Usage of GPT3/ChatGPT. <a href="https://jingfengyang.github.io/gpt" style="color:#4133ff;">[Blog]</a> <a href="https://zhuanlan.zhihu.com/p/607744955" style="color:#4133ff;">[Blog (in Chinese)]</a> <a href="https://twitter.com/JingfengY/status/1625003999387881472" style="color:#4133ff;">[Tweets]</a> </p>
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<p><b>Apr 7th, 2022:</b> Our paper "SUBS: Subtree Substitution for Compositional Semantic Parsing." is accepted at NAACL 2022. <a href="https://mp.weixin.qq.com/s/MKmh0BVYr1gjucjuYE7MoQ" style="color:#4133ff;">[Blog: Compositional Generalization (in Chinese)]</a> </p>
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<p><b>Apr 7th, 2022:</b> Our paper "Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models." is accepted at NAACL 2022 Findings. </p>
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<p><b>Feb 23th, 2022:</b> Our paper "TableFormer: Robust Transformer Modeling for Table-Text Encoding." is accepted at ACL 2022 (<font color="red">Oral</font>). <a href="https://mp.weixin.qq.com/s/ikuHpGt3nYYkitUYlesdfA" style="color:#4133ff;">[Blog (in Chinese)]</a> <a href="https://github.com/google-research/tapas/blob/master/TABLEFORMER.md" style="color:red">[Code Released]</a>
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<p><b>Jan 17th, 2022:</b> I returned to Amazon Search as an Applied Scientist. </p>
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<p><b>Sep 27th, 2021:</b> I started my Applied Scientist internship at Amazon. </p>
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<p><b>Aug 26th, 2021:</b> Our paper "Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing." is accepted at EMNLP 2021. </p>
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<p><b>Jul 12th, 2021:</b> I started my Research Internship at Google. </p>
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<p><b>Sep 15th, 2020:</b> Our paper "Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection." is accepted at EMNLP 2020. </p>
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<p>Master of Science: Computer Science, Georgia Tech, Atlanta, America. Aug 2019 - May 2021.</p>
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<p>Bachelor of Science: Computer Science and Biological Science, Peking University, Beijing, China. Sep 2015 - July 2019.</p>
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