Title
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction Cong Jiang Xiaolei Yang ELM LRM AILaw 16 39 0 17 Jul 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 36 10 0 17 Jul 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 29 27 0 16 Jul 2023
AutoHint: Automatic Prompt Optimization with Hint Generation Hong Sun Xue Li Yi Xu Youkow Homma Qinhao Cao Min-man Wu Jian Jiao Denis Xavier Charles 29 23 0 13 Jul 2023
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models Jean Kaddour Oscar Key Piotr Nawrot Pasquale Minervini Matt J. Kusner 15 41 0 12 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 29 16 0 11 Jul 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 46 183 0 10 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 61 308 0 05 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 45 157 0 05 Jul 2023
Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners Allen Z. Ren Anushri Dixit Alexandra Bodrova Sumeet Singh Stephen Tu ... Jacob Varley Zhenjia Xu Dorsa Sadigh Andy Zeng Anirudha Majumdar LM&Ro 45 219 0 04 Jul 2023
Insert-expansions for Tool-enabled Conversational Agents Andreas Göldi Roman Rietsche KELM 24 1 0 04 Jul 2023
Chain of Thought Prompting Elicits Knowledge Augmentation Di Wu Jing Zhang Xinmei Huang LRM 28 31 0 04 Jul 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation Le Xiao Xin Shan 19 5 0 02 Jul 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 56 353 0 20 Jun 2023
Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy I. Ciucă Y. Ting 丁 Sandor Kruk K. Iyer 19 7 0 20 Jun 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence Siva K. Swaminathan Antoine Dedieu Rajkumar Vasudeva Raju Murray Shanahan Miguel Lazaro-Gredilla Dileep George 34 8 0 16 Jun 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering Rabiul Awal Le Zhang Aishwarya Agrawal LRM 38 12 0 16 Jun 2023
DiPlomat: A Dialogue Dataset for Situated Pragmatic Reasoning Hengli Li Songchun Zhu Zilong Zheng 11 8 0 15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 33 7 0 14 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric P. Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 16 3,781 0 09 Jun 2023
STEPS: A Benchmark for Order Reasoning in Sequential Tasks Weizhi Wang Hong Wang Xi Yan LRM 25 1 0 07 Jun 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 36 12 0 07 Jun 2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory Chenxu Hu Jie Fu Chenzhuang Du Simian Luo J. Zhao Hang Zhao KELM LLMAG 22 104 0 06 Jun 2023
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 17 6 0 06 Jun 2023
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach Bin-Bin Hu Chenyang Zhao Pushi Zhang Zihao Zhou Yuanhang Yang Zenglin Xu Bin Liu LM&Ro LLMAG 25 21 0 06 Jun 2023
PokemonChat: Auditing ChatGPT for Pokémon Universe Knowledge Laura Cabello Jiaang Li Ilias Chalkidis ELM AI4MH LRM 16 2 0 05 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 16 32 0 05 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 36 158 0 02 Jun 2023
Probabilistic Adaptation of Text-to-Video Models Mengjiao Yang Yilun Du Bo Dai Dale Schuurmans J. Tenenbaum Pieter Abbeel VGen DiffM 40 24 0 02 Jun 2023
Predicting the Quality of Revisions in Argumentative Writing Zhexiong Liu Diane Litman E. Wang L. Matsumura Richard Correnti 25 5 0 01 Jun 2023
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking Shengran Hu Jeff Clune LM&Ro OffRL LRM AI4CE 35 27 0 01 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 24 8 0 31 May 2023
Decision-Oriented Dialogue for Human-AI Collaboration Jessy Lin Nicholas Tomlin Jacob Andreas J. Eisner LLMAG 18 26 0 31 May 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 30 328 0 29 May 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 46 187 0 29 May 2023
Do Large Language Models Know What They Don't Know? Zhangyue Yin Qiushi Sun Qipeng Guo Jiawen Wu Xipeng Qiu Xuanjing Huang ELM AI4MH 19 148 0 29 May 2023
Learning a Structural Causal Model for Intuition Reasoning in Conversation Hang Chen Bingyu Liao Jing Luo Wenjing Zhu Xinyu Yang LRM 33 12 0 28 May 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 35 3 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 Y. Zou Percy Liang Serena Yeung 39 7 0 27 May 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 36 3 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 26 55 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 26 17 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 23 140 0 26 May 2023
Large Language Models Are Partially Primed in Pronoun Interpretation S. Lam Qingcheng Zeng Kexun Zhang Chenyu You Rob Voigt 23 4 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 411 119 0 26 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 29 15 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 24 4 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 32 10 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 15 27 0 24 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 41 148 0 24 May 2023