Title
Reliable Natural Language Understanding with Large Language Models and Answer Set Programming Abhiramon Rajasekharan Yankai Zeng Parth Padalkar Gopal Gupta LRM 89 19 0 07 Feb 2023
Combating Online Misinformation Videos: Characterization, Detection, and Future Directions Yuyan Bu Qiang Sheng Juan Cao Peng Qi Danding Wang Jintao Li 70 16 0 07 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 130 83 0 07 Feb 2023
Chain of Hindsight Aligns Language Models with Feedback Hao Liu Carmelo Sferrazza Pieter Abbeel ALM 139 124 0 06 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 151 129 0 05 Feb 2023
Knowledge-enhanced Neural Machine Reasoning: A Review Tanmoy Chowdhury Chen Ling Xuchao Zhang Xujiang Zhao Guangji Bai Jian Pei Haifeng Chen Liang Zhao 70 7 0 04 Feb 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning Shamik Roy Nishanth Nakshatri Dan Goldwasser 89 11 0 03 Feb 2023
LaMPP: Language Models as Probabilistic Priors for Perception and Action Belinda Z. Li William Chen Pratyusha Sharma Jacob Andreas 50 15 0 03 Feb 2023
Structure-informed Language Models Are Protein Designers Zaixiang Zheng Yifan Deng Dongyu Xue Yi Zhou YE Fei Quanquan Gu 115 101 0 03 Feb 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro LLMAG 121 340 0 03 Feb 2023
Multimodal Chain-of-Thought Reasoning in Language Models Zhuosheng Zhang Aston Zhang Mu Li Hai Zhao George Karypis Alexander J. Smola LRM 140 466 0 02 Feb 2023
Conditioning Predictive Models: Risks and Strategies Evan Hubinger Adam Jermyn Johannes Treutlein Rubi Hudson Kate Woolverton 73 5 0 02 Feb 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen ReLM LRM 103 70 0 01 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 126 598 0 31 Jan 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 139 433 0 31 Jan 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 141 162 0 31 Jan 2023
Faithful Chain-of-Thought Reasoning Qing Lyu Shreya Havaldar Adam Stein Li Zhang D. Rao Eric Wong Marianna Apidianaki Chris Callison-Burch ReLM LRM 153 229 0 31 Jan 2023
Conversational Automated Program Repair Chun Xia Lingming Zhang KELM 108 74 0 30 Jan 2023
Looped Transformers as Programmable Computers Angeliki Giannou Shashank Rajput Jy-yong Sohn Kangwook Lee Jason D. Lee Dimitris Papailiopoulos 103 107 0 30 Jan 2023
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 223 85 0 30 Jan 2023
Specializing Smaller Language Models towards Multi-Step Reasoning Yao Fu Hao-Chun Peng Litu Ou Ashish Sabharwal Tushar Khot ReLM LRM 103 261 0 30 Jan 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling Dimitrios Christofidellis Giorgio Giannone Jannis Born Ole Winther Teodoro Laino Matteo Manica AI4CE 118 88 0 29 Jan 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 136 11 0 29 Jan 2023
Prompt-Based Editing for Text Style Transfer Guoqing Luo Yu Tong Han Lili Mou Mauajama Firdaus 91 26 0 27 Jan 2023
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning Xinyi Wang Wanrong Zhu Michael Stephen Saxon Mark Steyvers William Yang Wang BDL 176 116 0 27 Jan 2023
Case-Based Reasoning with Language Models for Classification of Logical Fallacies Zhivar Sourati Filip Ilievski Hông-Ân Sandlin Alain Mermoud LRM 63 13 0 27 Jan 2023
ThoughtSource: A central hub for large language model reasoning data Simon Ott Konstantin Hebenstreit Valentin Liévin C. Hother M. Moradi Maximilian Mayrhauser Robert Praas Ole Winther Matthias Samwald ReLM LRM 122 46 0 27 Jan 2023
Affective Faces for Goal-Driven Dyadic Communication Scott Geng Revant Teotia Purva Tendulkar Sachit Menon Carl Vondrick VGen 57 20 0 26 Jan 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 90 37 0 26 Jan 2023
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction Jonathan Pilault Xavier Garcia Arthur Bravzinskas Orhan Firat AI4CE LRM 87 17 0 24 Jan 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang Jun Wang Mingwen Dong Lin Pan Henghui Zhu ... William Yang Wang Zhiguo Wang Vittorio Castelli Patrick Ng Bing Xiang OOD 101 35 0 21 Jan 2023
Batch Prompting: Efficient Inference with Large Language Model APIs Zhoujun Cheng Jungo Kasai Tao Yu LRM 102 78 0 19 Jan 2023
Are Language Models Worse than Humans at Following Prompts? It's Complicated Albert Webson A. Loo Qinan Yu Ellie Pavlick LRM 72 17 0 17 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 139 298 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 108 215 0 16 Jan 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 93 89 0 14 Jan 2023
Blind Judgement: Agent-Based Supreme Court Modelling With GPT S. Hamilton LLMAG ELM 67 41 0 12 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 101 41 0 12 Jan 2023
Progress measures for grokking via mechanistic interpretability Neel Nanda Lawrence Chan Tom Lieberum Jess Smith Jacob Steinhardt 94 450 0 12 Jan 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 66 85 0 12 Jan 2023
Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models Toufique Ahmed Supriyo Ghosh Chetan Bansal Thomas Zimmermann Xuchao Zhang Saravan Rajmohan AI4CE 77 58 0 10 Jan 2023
Memory Augmented Large Language Models are Computationally Universal Dale Schuurmans 84 46 0 10 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 189 36 0 01 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 235 168 0 31 Dec 2022
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 149 541 0 31 Dec 2022
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Percy Liang Christopher Potts Matei A. Zaharia RALM KELM 107 268 0 28 Dec 2022
Large Language Models Encode Clinical Knowledge 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 197 2,406 0 26 Dec 2022
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 180 268 0 22 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 59 1 0 21 Dec 2022
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis Xiang Deng Vasilisa Bashlovkina Feng Han Simon Baumgartner Michael Bendersky 71 45 0 21 Dec 2022