Title
Conformal Prediction with Large Language Models for Multi-Choice Question Answering Bhawesh Kumar Cha-Chen Lu Gauri Gupta Anil Palepu David R. Bellamy Ramesh Raskar Andrew L. Beam 97 77 0 28 May 2023
Learning a Structural Causal Model for Intuition Reasoning in Conversation Hang Chen Bingyu Liao Jing Luo Wenjing Zhu Xinyu Yang LRM 119 13 0 28 May 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks Minki Kang Seanie Lee Jinheon Baek Kenji Kawaguchi Sung Ju Hwang ALM LRM 117 66 0 28 May 2023
Evaluating GPT-3 Generated Explanations for Hateful Content Moderation H. Wang Ming Shan Hee Rabiul Awal K. T. W. Choo Roy Ka-wei Lee 96 45 0 28 May 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 93 4 0 27 May 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks Taicheng Guo Kehan Guo B. Nan Zhengwen Liang Zhichun Guo Nitesh Chawla Olaf Wiest Xiangliang Zhang ELM 172 142 0 27 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 102 69 0 27 May 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models Yuhui Zhang Michihiro Yasunaga Zhengping Zhou Jeff Z. HaoChen James Zou Percy Liang Serena Yeung 95 9 0 27 May 2023
Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance Yao Fu Litu Ou Mingyu Chen Yuhao Wan Hao-Chun Peng Tushar Khot LLMAG ELM LRM ReLM 80 115 0 26 May 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning Ruixiang Tang Dehan Kong Lo-li Huang Hui Xue 75 60 0 26 May 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 107 3 0 26 May 2023
A Knowledge Engineering Primer Agnieszka Lawrynowicz 76 0 0 26 May 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 96 12 0 26 May 2023
Large Language Models as Tool Makers Tianle Cai Xuezhi Wang Tengyu Ma Xinyun Chen Denny Zhou LLMAG 102 212 0 26 May 2023
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations Yudong Xu Wenhao Li Pashootan Vaezipoor Scott Sanner Elias Boutros Khalil LRM 74 66 0 26 May 2023
A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks Jacob D. Abernethy Alekh Agarwal T. V. Marinov Manfred K. Warmuth 85 21 0 26 May 2023
How Powerful are Decoder-Only Transformer Neural Models? Jesse Roberts BDL 136 19 0 26 May 2023
Zero-shot Visual Question Answering with Language Model Feedback Yifan Du Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen 61 16 0 26 May 2023
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models Gengze Zhou Yicong Hong Qi Wu ELM LM&Ro LLMAG LRM 143 163 0 26 May 2023
Large Language Models Are Partially Primed in Pronoun Interpretation S. Lam Qingcheng Zeng Kexun Zhang Chenyu You Rob Voigt 52 4 0 26 May 2023
Submodular Minimax Optimization: Finding Effective Sets Loay Mualem Ethan R. Elenberg Moran Feldman Amin Karbasi 61 5 0 26 May 2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting Tatsuro Inaba Hirokazu Kiyomaru Fei Cheng Sadao Kurohashi KELM LRM 114 23 0 26 May 2023
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought Huaxiaoyue Wang Gonzalo Gonzalez-Pumariega Yash Sharma Sanjiban Choudhury LM&Ro 106 35 0 26 May 2023
AdaPlanner: Adaptive Planning from Feedback with Language Models Haotian Sun Yuchen Zhuang Lingkai Kong Bo Dai Chao Zhang LLMAG 87 138 0 26 May 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning Xiaoming Shi Siqiao Xue Kangrui Wang Fan Zhou James Y. Zhang Jun-ping Zhou Chenhao Tan Hongyuan Mei ReLM LRM 84 48 0 26 May 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 571 137 0 26 May 2023
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory Xizhou Zhu Yuntao Chen Hao Tian Chenxin Tao Weijie Su ... Lewei Lu Xiaogang Wang Yu Qiao Zhaoxiang Zhang Jifeng Dai LLMAG LM&Ro 110 240 0 25 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 171 843 0 25 May 2023
Passive learning of active causal strategies in agents and language models Andrew Kyle Lampinen Stephanie C. Y. Chan Ishita Dasgupta A. Nam Jane X. Wang 91 18 0 25 May 2023
A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutions Yuntao Wang Yanghe Pan Miao Yan Zhou Su Tom H. Luan 96 168 0 25 May 2023
UFO: Unified Fact Obtaining for Commonsense Question Answering Zhifeng Li Yifan Fan Bowei Zou Yu Hong HILM LRM 59 1 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 70 119 0 25 May 2023
On the Planning Abilities of Large Language Models : A Critical Investigation Karthik Valmeekam Matthew Marquez S. Sreedharan Subbarao Kambhampati LLMAG LRM 65 241 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 97 33 0 25 May 2023
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 178 226 0 25 May 2023
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation Yuan Yang Siheng Xiong Ali Payani Ehsan Shareghi Faramarz Fekri LRM 84 40 0 24 May 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He Liwei Wang LRM 141 261 0 24 May 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models Weixi Feng Wanrong Zhu Tsu-Jui Fu Varun Jampani Arjun Reddy Akula Xuehai He Sugato Basu Xinze Wang William Yang Wang MLLM 113 180 0 24 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 100 572 0 24 May 2023
Model evaluation for extreme risks Toby Shevlane Sebastian Farquhar Ben Garfinkel Mary Phuong Jess Whittlestone ... Vijay Bolina Jack Clark Yoshua Bengio Paul Christiano Allan Dafoe ELM 124 165 0 24 May 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen RALM LRM KELM 119 263 0 24 May 2023
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification R. Bhambhoria Lei Chen Xiao-Dan Zhu 84 4 0 24 May 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples Abulhair Saparov Richard Yuanzhe Pang Vishakh Padmakumar Nitish Joshi Seyed Mehran Kazemi Najoung Kim He He ELM LRM 155 94 0 24 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 88 5 0 24 May 2023
Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration Kejuan Yang Xiao Liu Kaiwen Men Aohan Zeng Yuxiao Dong Jie Tang LLMAG LRM 57 3 0 24 May 2023
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM Eliya Nachmani Alon Levkovitch Roy Hirsch Julián Salazar Chulayutsh Asawaroengchai Soroosh Mariooryad Ehud Rivlin RJ Skerry-Ryan Michelle Tadmor Ramanovich AuLLM 112 45 0 24 May 2023
SAIL: Search-Augmented Instruction Learning Hongyin Luo Yung-Sung Chuang Yuan Gong Tianhua Zhang Yoon Kim Xixin Wu D. Fox Helen Meng James R. Glass ALM LRM RALM 71 27 0 24 May 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 90 13 0 24 May 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations Wei-Lin Chen Cheng-Kuang Wu Yun-Nung Chen Hsin-Hsi Chen 113 35 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 168 604 0 24 May 2023