🚨New paper!🚨
Can LMs Generalize to Future Data? We propose a temporal-split summarization benchmark and find that:
-LMs' past knowledge can detrimentally impact faithfulness
-Faithfulness Enhancement methods prove ineffective in tackling this issue
arxiv.org/abs/2305.01951
40 Followers 88 FollowingPhD student at University of Macau 🇲🇴 @UM_1981 | Prev. @NlpWestlake | Working on Machine Translation, Multilingual LM #NLProc | Zh/En/Ja.
316 Followers 516 FollowingResearcher at the Alibaba DAMO Academy, Singapore R&D Center | Former Visiting Postdoc Researcher at UIUC @uiuc_nlp | NLP PhD from CUHK @CUHKofficial
8K Followers 198 FollowingAssistant Prof at Stanford CS, member of @stanfordnlp and statsml groups; Formerly at Microsoft / postdoc at Stanford CS / Stats.
10K Followers 596 FollowingJanice M. Jenkins Collegiate Professor of Computer Science at U. Michigan, Director @Michigan_AI Lab, Former @ACLmeeting President, Researcher #NLProc #AI.
4K Followers 362 FollowingThe NLP group at @USCViterbi. @DaniYogatama+@_jessethomason_+@jieyuzhao11+@robinomial+@swabhz+@xiangrenNLP at @CSatUSC + researchers @USC_ICT, @USC_ISI.
4K Followers 791 FollowingAssociate Prof. at SJTU, leading GAIR Lab (https://t.co/Nfd8KmZx3B) Co-founder of Inspired Cognition, Postdoc at @LTIatCMU, Previously FNLP, @MILAMontreal,
5K Followers 634 Followingretiring X acct: find me @maartensap.bsky
Working on #NLProc for social good.
Currently at @LTIatCMU, previously at @UWNLP, @MSFTResearch, and @allen_ai. 🏳🌈
2K Followers 722 FollowingA diverse and collaborative community on the cutting edge of computing and technology within @HopkinsEngineer at @JohnsHopkins. https://t.co/3hwXFTdGyw
11K Followers 1K FollowingCS professor @GeorgiaTech @gtcomputing @ICatGT @mlatgt. Natural language processing, machine learning, LLMs, social media research.
40 Followers 88 FollowingPhD student at University of Macau 🇲🇴 @UM_1981 | Prev. @NlpWestlake | Working on Machine Translation, Multilingual LM #NLProc | Zh/En/Ja.
316 Followers 516 FollowingResearcher at the Alibaba DAMO Academy, Singapore R&D Center | Former Visiting Postdoc Researcher at UIUC @uiuc_nlp | NLP PhD from CUHK @CUHKofficial
79K Followers 1 FollowingDemocratizing AI research, education, and technologies. Learn how to build with AI in our new AI Academy: https://t.co/zQXQt0Pem8
988 Followers 2K FollowingAssistant Professor @coastalcph @DIKU_Institut, University of Copenhagen. Interests: meaning, multiculturalism and promoting responsible behavior with #NLProc