Title
Passive learning of active causal strategies in agents and language modelsNeural Information Processing Systems (NeurIPS), 2023 Andrew Kyle Lampinen Stephanie C. Y. Chan Ishita Dasgupta A. Nam Jane X. Wang 325 23 0 25 May 2023
BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model Aakas Zhiyuli YanFang Chen Xuan Zhang Xun Liang ALM LLMAG 175 41 0 25 May 2023
EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models Zhengwei Tao Zhi Jin Xiaoying Bai Haiyan Zhao Yanlin Feng Jia Li Wenpeng Hu 180 7 0 24 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and BiasesNeural Information Processing Systems (NeurIPS), 2023 Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 221 176 0 24 May 2023
Using Natural Language Explanations to Rescale Human Judgments Manya Wadhwa Jifan Chen Junyi Jessy Li Greg Durrett 246 11 0 24 May 2023
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal VerificationInternational Conference/Workshop on Automation of Software Test (AST), 2023 Norbert Tihanyi Ridhi Jain Yiannis Charalambous M. Ferrag Youcheng Sun Lucas C. Cordeiro 243 75 0 24 May 2023
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond Philippe Laban Wojciech Kry'sciñski Divyansh Agarwal Alexander R. Fabbri Caiming Xiong Shafiq Joty Chien-Sheng Wu ALM HILM 129 44 0 23 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 305 146 0 23 May 2023
Make a Choice! Knowledge Base Question Answering with In-Context Learning Chuanyuan Tan Yuehe Chen Wenbiao Shao Wenliang Chen 82 13 0 23 May 2023
Measuring Inductive Biases of In-Context Learning with Underspecified DemonstrationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Chenglei Si Dan Friedman Nitish Joshi Shi Feng Danqi Chen He He 245 58 0 22 May 2023
CCGen: Explainable Complementary Concept Generation in E-Commerce Jie Huang Yifan Gao Zheng Li Jingfeng Yang Yangqiu Song Chao Zhang Zining Zhu Haoming Jiang Kevin Chen-Chuan Chang Bing Yin 3DV LRM 181 7 0 19 May 2023
Post Hoc Explanations of Language Models Can Improve Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Satyapriya Krishna Jiaqi Ma Dylan Slack Asma Ghandeharioun Sameer Singh Himabindu Lakkaraju ReLM LRM 178 73 0 19 May 2023
Text Classification via Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xiaofei Sun Xiaoya Li Jiwei Li Leilei Gan Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 197 207 0 15 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 204 114 0 13 May 2023
ZARA: Improving Few-Shot Self-Rationalization for Small Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wei-Lin Chen An-Zi Yen Cheng-Kuang Wu Hen-Hsen Huang Hsin-Hsi Chen ReLM LRM 187 11 0 12 May 2023
Overinformative Question Answering by Humans and MachinesAnnual Meeting of the Cognitive Science Society (CogSci), 2023 Polina Tsvilodub Michael Franke Robert D. Hawkins Noah D. Goodman 97 5 0 11 May 2023
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text RationalesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Brihi Joshi Ziyi Liu Sahana Ramnath Aaron Chan Zhewei Tong Shaoliang Nie Qifan Wang Yejin Choi Xiang Ren HAI LRM 179 38 0 11 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-ImproveConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 214 50 0 09 May 2023
Explanation-based Finetuning Makes Models More Robust to Spurious CuesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Josh Magnus Ludan Yixuan Meng Nguyen Tai Saurabh Shah Qing Lyu Marianna Apidianaki Chris Callison-Burch AAML LRM 228 23 0 08 May 2023
Faithful Question Answering with Monte-Carlo PlanningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ruixin Hong Hongming Zhang Honghui Zhao Dong Yu Changshui Zhang ReLM LRM 317 24 0 04 May 2023
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings Daniel Philip Rose Vaishnavi Himakunthala Andy Ouyang Ryan He Alex Mei Yujie Lu Michael Stephen Saxon Chinmay Sonar Diba Mirza William Yang Wang LRM 317 62 0 03 May 2023
Few-shot In-context Learning for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tianle Li Xueguang Ma Alex Zhuang Yu Gu Yu-Chuan Su Wenhu Chen 356 115 0 02 May 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language ModelsWorkshop on Biomedical Natural Language Processing (BioNLP), 2023 Dave Van Veen Cara Van Uden Maayane Attias Anuj Pareek Christian Blüthgen ... Jean-Benoit Delbrouck Juan Manuel Zambrano Chaves C. Langlotz Akshay S. Chaudhari John M. Pauly LM&MA 221 36 0 02 May 2023
Inducing anxiety in large language models increases exploration and bias Julian Coda-Forno Kristin Witte Akshay K. Jagadish Marcel Binz Zeynep Akata Eric Schulz AI4CE 148 41 0 21 Apr 2023
"What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2023 Michael Xieyang Liu Advait Sarkar Carina Negreanu B. Zorn Jack Williams N. Toronto Andrew D. Gordon 212 129 0 13 Apr 2023
Why think step by step? Reasoning emerges from the locality of experienceNeural Information Processing Systems (NeurIPS), 2023 Ben Prystawski Michael Y. Li Noah D. Goodman LRM ReLM 195 130 0 07 Apr 2023
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology PhysicsFrontiers in Oncology (Front Oncol), 2023 J. Holmes Zheng Liu Hua Zhou Yuzhen Ding Terence T. Sio ... Jonathan B. Ashman Xiang Li Tianming Liu Jiajian Shen Wen Liu LM&MA AI4CE ELM 189 140 0 01 Apr 2023
Training Language Models with Language Feedback at Scale Jérémy Scheurer Jon Ander Campos Tomasz Korbak Jun Shern Chan Angelica Chen Dong Wang Ethan Perez ALM 245 120 0 28 Mar 2023
Improving Code Generation by Training with Natural Language Feedback Angelica Chen Jérémy Scheurer Tomasz Korbak Jon Ander Campos Jun Shern Chan Samuel R. Bowman Kyunghyun Cho Ethan Perez SyDa ALM AI4CE 213 89 0 28 Mar 2023
Language Model Behavior: A Comprehensive SurveyInternational Conference on Computational Logic (ICCL), 2023 Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 300 135 0 20 Mar 2023
A Theory of Emergent In-Context Learning as Implicit Structure Induction Michael Hahn Navin Goyal LRM 198 98 0 14 Mar 2023
The Learnability of In-Context LearningNeural Information Processing Systems (NeurIPS), 2023 Noam Wies Yoav Levine Amnon Shashua 280 150 0 14 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A SurveyMachine Intelligence Research (MIR), 2023 Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 190 30 0 14 Mar 2023
Reward Design with Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Minae Kwon Sang Michael Xie Kalesha Bullard Dorsa Sadigh LM&Ro 330 276 0 27 Feb 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 326 170 0 24 Feb 2023
Few-shot Multimodal Multitask Multilingual Learning Vasu Sharma Vinija Jain 183 0 0 19 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt ConstraintsFindings (Findings), 2023 Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 117 37 0 17 Feb 2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded DialogueWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2023 Hsuan Su Shachi H. Kumar Sahisnu Mazumder Wenda Chen R. Manuvinakurike Eda Okur Saurav Sahay L. Nachman Shang-Tse Chen Hung-yi Lee 100 4 0 12 Feb 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xi Ye Greg Durrett LRM ReLM 150 14 0 09 Feb 2023
Language Quantized AutoEncoders: Towards Unsupervised Text-Image AlignmentNeural Information Processing Systems (NeurIPS), 2023 Hao Liu Wilson Yan Pieter Abbeel 201 34 0 02 Feb 2023
Using In-Context Learning to Improve Dialogue SafetyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nicholas Meade Spandana Gella Devamanyu Hazarika Prakhar Gupta Di Jin Siva Reddy Yang Liu Dilek Z. Hakkani-Tür 189 48 0 02 Feb 2023
Multitask Instruction-based Prompting for Fallacy RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tariq Alhindi Tuhin Chakrabarty Elena Musi Smaranda Muresan LRM 140 33 0 24 Jan 2023
Are Language Models Worse than Humans at Following Prompts? It's ComplicatedConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Albert Webson A. Loo Qinan Yu Ellie Pavlick LRM 226 18 0 17 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 228 228 0 16 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text EditsNeural Information Processing Systems (NeurIPS), 2023 Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 323 39 0 01 Jan 2023
Large Language Models Encode Clinical KnowledgeNature (Nature), 2022 K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 546 3,223 0 26 Dec 2022
Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning Christopher T. Lengerich Gabriel Synnaeve Amy Zhang Hugh Leather Kurt Shuster Franccois Charton Charysse Redwood SSL OffRL 147 1 0 21 Dec 2022
Parsel: Algorithmic Reasoning with Language Models by Composing DecompositionsNeural Information Processing Systems (NeurIPS), 2022 E. Zelikman Qian Huang Gabriel Poesia Noah D. Goodman Nick Haber ReLM LRM 214 70 0 20 Dec 2022
Towards Reasoning in Large Language Models: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 780 787 0 20 Dec 2022
KNIFE: Distilling Reasoning Knowledge From Free-Text Rationales Aaron Chan Zhiyuan Zeng Wyatt Lake Brihi Joshi Hanjie Chen Xiang Ren ReLM LRM 159 1 0 19 Dec 2022