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delete some news
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‎.jekyll-cache/Jekyll/Cache/Jekyll--Cache/b7/9606fb3afea5bd1609ed40b622142f1c98125abcfe89a76a661b0e8e343910‎

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I"! {"source"=>"/Users/jingfengyang/Documents/homepage/JingfengYang.github.io", "destination"=>"/Users/jingfengyang/Documents/homepage/JingfengYang.github.io/_site", "collections_dir"=>"", "cache_dir"=>".jekyll-cache", "plugins_dir"=>"_plugins", "layouts_dir"=>"_layouts", "data_dir"=>"_data", "includes_dir"=>"_includes", "collections"=>{"posts"=>{"output"=>true, "permalink"=>"/:year/:month/:day/:title/"}}, "safe"=>false, "include"=>[".htaccess"], "exclude"=>[".sass-cache", ".jekyll-cache", "gemfiles", "Gemfile", "Gemfile.lock", "node_modules", "vendor/bundle/", "vendor/cache/", "vendor/gems/", "vendor/ruby/"], "keep_files"=>[".git", ".svn"], "encoding"=>"utf-8", "markdown_ext"=>"markdown,mkdown,mkdn,mkd,md", "strict_front_matter"=>false, "show_drafts"=>nil, "limit_posts"=>0, "future"=>false, "unpublished"=>false, "whitelist"=>[], "plugins"=>["jekyll-paginate"], "markdown"=>"kramdown", "highlighter"=>"rouge", "lsi"=>false, "excerpt_separator"=>"\n\n", "incremental"=>false, "detach"=>false, "port"=>"4000", "host"=>"127.0.0.1", "baseurl"=>"", "show_dir_listing"=>false, "permalink"=>"/:year/:month/:day/:title/", "paginate_path"=>"/page:num/", "timezone"=>nil, "quiet"=>false, "verbose"=>false, "defaults"=>[{"scope"=>{"path"=>"", "type"=>"pages"}, "values"=>{"layout"=>"page"}}, {"scope"=>{"path"=>"", "type"=>"posts"}, "values"=>{"layout"=>"post"}}], "liquid"=>{"error_mode"=>"warn", "strict_filters"=>false, "strict_variables"=>false}, "kramdown"=>{"auto_ids"=>true, "toc_levels"=>[1, 2, 3, 4, 5, 6], "entity_output"=>"as_char", "smart_quotes"=>"lsquo,rsquo,ldquo,rdquo", "input"=>"GFM", "hard_wrap"=>false, "guess_lang"=>true, "footnote_nr"=>1, "show_warnings"=>false}, "name"=>"Jingfeng Yang", "description"=>"A student in Peking University", "url"=>"", "author"=>"thinker3197", "email"=>"yjfllpyym@gmail.com", "gravatar_hash"=>"205e460b479e2e5b48aec07710c08d50", "twitter"=>"JingfengY", "github"=>"JingfengYang", "linkedin"=>"jingfeng-yang-797864172", "facebook"=>"yang.jingfeng.33", "instagram"=>"albertyang111", "zhihu"=>"albertyang-86", "scholar"=>"citations?user=hysBvrwAAAAJ&hl=en", "semantic"=>"Jingfeng-Yang/7788583", "disqus_shortname"=>"thinker3197", "background"=>"bg3.jpeg", "paginate"=>5, "nav"=>[{"name"=>"Bio", "href"=>"#bio"}, {"name"=>"News", "href"=>"#news"}, {"name"=>"Education", "href"=>"#education"}, {"name"=>"Blog", "href"=>"#blog"}, {"name"=>"Publications", "href"=>"#publications"}, {"name"=>"Service", "href"=>"#service"}, {"name"=>"Research Experiences", "href"=>"#research"}, {"name"=>"Industry Experiences", "href"=>"#work"}, {"name"=>"Talks", "href"=>"#talks"}, {"name"=>"Teaching Experiences", "href"=>"#teaching"}, {"name"=>"Awards", "href"=>"#awards"}, {"name"=>"Intern Mentorship", "href"=>"#intern"}], "posts"=>[{"title"=>"Test Blog", "url"=>""}], "sass"=>{"style"=>":compressed"}, "serving"=>false}:ET
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I"1 {"source"=>"/Users/jingfengyang/Documents/homepage/JingfengYang.github.io", "destination"=>"/Users/jingfengyang/Documents/homepage/JingfengYang.github.io/_site", "collections_dir"=>"", "cache_dir"=>".jekyll-cache", "plugins_dir"=>"_plugins", "layouts_dir"=>"_layouts", "data_dir"=>"_data", "includes_dir"=>"_includes", "collections"=>{"posts"=>{"output"=>true, "permalink"=>"/:year/:month/:day/:title/"}}, "safe"=>false, "include"=>[".htaccess"], "exclude"=>[".sass-cache", ".jekyll-cache", "gemfiles", "Gemfile", "Gemfile.lock", "node_modules", "vendor/bundle/", "vendor/cache/", "vendor/gems/", "vendor/ruby/"], "keep_files"=>[".git", ".svn"], "encoding"=>"utf-8", "markdown_ext"=>"markdown,mkdown,mkdn,mkd,md", "strict_front_matter"=>false, "show_drafts"=>nil, "limit_posts"=>0, "future"=>false, "unpublished"=>false, "whitelist"=>[], "plugins"=>["jekyll-paginate"], "markdown"=>"kramdown", "highlighter"=>"rouge", "lsi"=>false, "excerpt_separator"=>"\n\n", "incremental"=>false, "detach"=>false, "port"=>"4000", "host"=>"127.0.0.1", "baseurl"=>"", "show_dir_listing"=>false, "permalink"=>"/:year/:month/:day/:title/", "paginate_path"=>"/page:num/", "timezone"=>nil, "quiet"=>false, "verbose"=>false, "defaults"=>[{"scope"=>{"path"=>"", "type"=>"pages"}, "values"=>{"layout"=>"page"}}, {"scope"=>{"path"=>"", "type"=>"posts"}, "values"=>{"layout"=>"post"}}], "liquid"=>{"error_mode"=>"warn", "strict_filters"=>false, "strict_variables"=>false}, "kramdown"=>{"auto_ids"=>true, "toc_levels"=>[1, 2, 3, 4, 5, 6], "entity_output"=>"as_char", "smart_quotes"=>"lsquo,rsquo,ldquo,rdquo", "input"=>"GFM", "hard_wrap"=>false, "guess_lang"=>true, "footnote_nr"=>1, "show_warnings"=>false}, "name"=>"Jingfeng Yang", "description"=>"A student in Peking University", "url"=>"http://localhost:4000", "author"=>"thinker3197", "email"=>"yjfllpyym@gmail.com", "gravatar_hash"=>"205e460b479e2e5b48aec07710c08d50", "twitter"=>"JingfengY", "github"=>"JingfengYang", "linkedin"=>"jingfeng-yang-797864172", "facebook"=>"yang.jingfeng.33", "instagram"=>"albertyang111", "zhihu"=>"albertyang-86", "scholar"=>"citations?user=hysBvrwAAAAJ&hl=en", "semantic"=>"Jingfeng-Yang/7788583", "disqus_shortname"=>"thinker3197", "background"=>"bg3.jpeg", "paginate"=>5, "nav"=>[{"name"=>"Bio", "href"=>"#bio"}, {"name"=>"News", "href"=>"#news"}, {"name"=>"Blog", "href"=>"#blog"}, {"name"=>"Publications", "href"=>"#publications"}, {"name"=>"Service", "href"=>"#service"}, {"name"=>"Research Experiences", "href"=>"#research"}, {"name"=>"Industry Experiences", "href"=>"#work"}, {"name"=>"Talks", "href"=>"#talks"}, {"name"=>"Teaching Experiences", "href"=>"#teaching"}, {"name"=>"Awards", "href"=>"#awards"}, {"name"=>"Intern Mentorship", "href"=>"#intern"}], "posts"=>[{"title"=>"Test Blog", "url"=>""}], "sass"=>{"style"=>":compressed"}, "livereload_port"=>35729, "serving"=>true, "watch"=>true}:ET

‎_config.yml‎

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- name: "News"
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- name: "Education"
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‎_site/feed.xml‎

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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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<atom:link href="/feed.xml" rel="self" type="application/rss+xml" />
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<link>http://localhost:4000</link>
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<atom:link href="http://localhost:4000/feed.xml" rel="self" type="application/rss+xml" />
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‎_site/index.html‎

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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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</h1>
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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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<a href="#publications">Publications<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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</div>
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Education
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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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‎index.html‎

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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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Education
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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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