Title
LLMDet: A Third Party Large Language Models Generated Text Detection Tool Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng Tat-Seng Chua DeLMO 27 38 0 24 May 2023
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 39 514 0 24 May 2023
Leveraging GPT-4 for Automatic Translation Post-Editing Vikas Raunak Amr Sharaf Yiren Wang H. Awadallah Arul Menezes 13 62 0 24 May 2023
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models Sheng Shen Le Hou Yan-Quan Zhou Nan Du Shayne Longpre ... Vincent Zhao Hongkun Yu Kurt Keutzer Trevor Darrell Denny Zhou ALM MoE 30 54 0 24 May 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models Haoxuan You Rui Sun Zhecan Wang Long Chen Gengyu Wang Hammad A. Ayyubi Kai-Wei Chang Shih-Fu Chang VLM MLLM LRM 52 43 0 24 May 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering Benjamin Muller John Wieting J. Clark Tom Kwiatkowski Sebastian Ruder Livio Baldini Soares Roee Aharoni Jonathan Herzig Xinyi Wang HILM 19 16 0 23 May 2023
DirecT2V: Large Language Models are Frame-Level Directors for Zero-Shot Text-to-Video Generation Susung Hong Junyoung Seo Heeseong Shin Sung‐Jin Hong Seung Wook Kim DiffM VGen 25 34 0 23 May 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models Z. Chen Kun Zhou Beichen Zhang Zheng Gong Wayne Xin Zhao Ji-Rong Wen KELM LRM 19 27 0 23 May 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline Raghav Gupta Renat Aksitov Samrat Phatale Simral Chaudhary Harrison Lee Abhinav Rastogi 30 3 0 23 May 2023
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules Yanchen Liu William B. Held Diyi Yang 53 10 0 22 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 211 155 0 22 May 2023
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis Fuzhao Xue Yao Fu Wangchunshu Zhou Zangwei Zheng Yang You 83 77 0 22 May 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 30 278 0 22 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 21 148 0 22 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 38 119 0 21 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 36 92 0 19 May 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks Alon Jacovi Avi Caciularu Omer Goldman Yoav Goldberg 17 95 0 17 May 2023
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback Yao Fu Hao-Chun Peng Tushar Khot Mirella Lapata LLMAG 31 170 0 17 May 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 48 55 0 11 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 26 32 0 09 May 2023
Specialty-Oriented Generalist Medical AI for Chest CT Screening Chuang Niu Qing Lyu Christopher D. Carothers P. Kaviani Josh Tan P. Yan M. Kalra C. Whitlow Ge Wang 17 6 0 03 Apr 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 19 268 0 22 Mar 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 50 9 0 01 Feb 2023
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers Chengyi Wang Sanyuan Chen Yu-Huan Wu Zi-Hua Zhang Long Zhou ... Huaming Wang Jinyu Li Lei He Sheng Zhao Furu Wei 48 644 0 05 Jan 2023
Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models Lingjun Zhao Khanh Nguyen Hal Daumé ELM 30 6 0 21 Dec 2022
$Mu$^{2}$SLAM: Multitask, Multilingual Speech and Language Models$ Mu $^{2}$ SLAM: Multitask, Multilingual Speech and Language Models Yong Cheng Yu Zhang Melvin Johnson Wolfgang Macherey Ankur Bapna 33 8 0 19 Dec 2022
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 24 5 0 17 Dec 2022
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 172 327 0 06 Oct 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 227 502 0 28 Sep 2022
CodeQueries: A Dataset of Semantic Queries over Code Surya Prakash Sahu Madhurima Mandal Shikhar Bharadwaj Aditya Kanade Petros Maniatis S. Shevade 17 4 0 17 Sep 2022
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey Julian Michael Ari Holtzman Alicia Parrish Aaron Mueller Alex Jinpeng Wang ... Divyam Madaan Nikita Nangia Richard Yuanzhe Pang Jason Phang Sam Bowman 22 37 0 26 Aug 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 225 446 0 23 Aug 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 76 129 0 18 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 379 8,495 0 28 Jan 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 254 55 0 06 Dec 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 223 367 0 15 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 593 0 14 Jul 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 677 0 06 Jan 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,815 0 14 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 255 4,489 0 23 Jan 2020