Title
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 50 13 0 03 Jun 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 145 168 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 137 26 0 02 Jun 2023
Learning Multi-Step Reasoning by Solving Arithmetic Tasks Tianduo Wang Wei Lu ReLM LRM 67 16 0 02 Jun 2023
Log Parsing: How Far Can ChatGPT Go? Van-Hoang Le Hongyu Zhang 65 38 0 02 Jun 2023
Learning from Partially Annotated Data: Example-aware Creation of Gap-filling Exercises for Language Learning Semere Kiros Bitew Johannes Deleu A. Seza Doğruöz Chris Develder Thomas Demeester 45 2 0 02 Jun 2023
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents Yiran Wu Feiran Jia Shaokun Zhang Han-Tai Li Erkang Zhu Yue Wang Y. Lee Richard Peng Qingyun Wu Chi Wang LLMAG 104 54 0 02 Jun 2023
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation Adithya Ganesan Yash Kumar Lal August Håkan Nilsson H. Andrew Schwartz 75 24 0 01 Jun 2023
Reimagining Retrieval Augmented Language Models for Answering Queries W. Tan Yuliang Li Pedro Rodriguez Rich James Xi Lin A. Halevy Scott Yih KELM LRM 98 9 0 01 Jun 2023
Exposing Attention Glitches with Flip-Flop Language Modeling Bingbin Liu Jordan T. Ash Surbhi Goel A. Krishnamurthy Cyril Zhang LRM 95 53 0 01 Jun 2023
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz Keiran Paster Harris Chan Jimmy Ba Sheila A. McIlraith LM&Ro 139 76 0 01 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning Mengxue Zhang Zichao Wang Zhichao Yang Weiqi Feng Andrew Lan LRM 69 18 0 01 Jun 2023
Column Type Annotation using ChatGPT Keti Korini Christian Bizer LMTD 116 28 0 01 Jun 2023
Enhancing Physics Learning with ChatGPT, Bing Chat, and Bard as Agents-to-Think-With: A Comparative Case Study R. P. D. Santos AI4CE 60 33 0 01 Jun 2023
Predicting the Quality of Revisions in Argumentative Writing Zhexiong Liu Diane Litman E. Wang L. Matsumura Richard Correnti 65 5 0 01 Jun 2023
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing Ryan Liu Nihar B. Shah ELM 112 76 0 01 Jun 2023
Chain-Of-Thought Prompting Under Streaming Batch: A Case Study Yuxin Tang LRM 55 2 0 01 Jun 2023
How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension Chen Zhang Jiuheng Lin Xiao Liu Yuxuan Lai Yansong Feng Dongyan Zhao 60 4 0 01 Jun 2023
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking Shengran Hu Jeff Clune LM&Ro OffRL LRM AI4CE 89 29 0 01 Jun 2023
An Invariant Learning Characterization of Controlled Text Generation Carolina Zheng Claudia Shi Keyon Vafa Amir Feder David M. Blei OOD 100 8 0 31 May 2023
Examining the Emergence of Deductive Reasoning in Generative Language Models Peter Belcak Luca A. Lanzendörfer Roger Wattenhofer ReLM ELM LRM AI4CE 36 0 0 31 May 2023
Better patching using LLM prompting, via Self-Consistency Toufique Ahmed Prem Devanbu LRM ReLM KELM 112 31 0 31 May 2023
Decision-Oriented Dialogue for Human-AI Collaboration Jessy Lin Nicholas Tomlin Jacob Andreas J. Eisner LLMAG 118 28 0 31 May 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 216 1,241 0 31 May 2023
Revisiting the Reliability of Psychological Scales on Large Language Models Jen-tse Huang Wenxuan Wang Man Ho Lam E. Li Wenxiang Jiao Michael R. Lyu 96 20 0 31 May 2023
Deliberate then Generate: Enhanced Prompting Framework for Text Generation Bei Li Rui Wang Junliang Guo Kaitao Song Xuejiao Tan Hany Hassan Arul Menezes Tong Xiao Jiang Bian JingBo Zhu 88 14 0 31 May 2023
Large Language Models Are Not Strong Abstract Reasoners Gaël Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 110 37 0 31 May 2023
What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization Yufeng Zhang Fengzhuo Zhang Zhuoran Yang Zhaoran Wang BDL 104 74 0 30 May 2023
Conceptual Design Generation Using Large Language Models Kevin Ma Daniele Grandi Christopher McComb K. Goucher-Lambert 116 24 0 30 May 2023
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models Hongxin Li Jingran Su Yuntao Chen Qing Li Zhaoxiang Zhang LMTD 92 37 0 30 May 2023
Grammar Prompting for Domain-Specific Language Generation with Large Language Models Bailin Wang Zi Wang Xuezhi Wang Yuan Cao Rif A. Saurous Yoon Kim ReLM LRM 117 59 0 30 May 2023
Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models Zhen Lin Shubhendu Trivedi Jimeng Sun HILM 201 157 0 30 May 2023
Strategic Reasoning with Language Models Kanishk Gandhi Dorsa Sadigh Noah D. Goodman LM&Ro LRM 79 41 0 30 May 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Tian Liang Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Yujiu Yang Zhaopeng Tu Shuming Shi LLMAG LRM 123 497 0 30 May 2023
GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validation Abdullahi Saka Ridwan Taiwo Nurudeen Saka B. Salami Saheed Ajayi Kabiru O. Akande Hadi Kazemi 92 69 0 30 May 2023
AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation Chuhao Jin Wenhui Tan Jiange Yang Bei Liu Ruihua Song Limin Wang Jianlong Fu LM&Ro LRM 56 24 0 30 May 2023
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning Yingcong Li Kartik K. Sreenivasan Angeliki Giannou Dimitris Papailiopoulos Samet Oymak LRM 113 18 0 30 May 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge Xingyu Fu Shenmin Zhang Gukyeong Kwon Pramuditha Perera Henghui Zhu ... Zhiguo Wang Vittorio Castelli Patrick Ng Dan Roth Bing Xiang 78 22 0 30 May 2023
Shuo Wen Jie Zi: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training Yuxuan Wang Jianghui Wang Dongyan Zhao Zilong Zheng 61 5 0 30 May 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 93 35 0 30 May 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 161 139 0 30 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 201 387 0 29 May 2023
Alfred: A System for Prompted Weak Supervision Peilin Yu Stephen H. Bach 82 10 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 155 203 0 29 May 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning Zhanming Jie Wei Lu LRM ReLM 73 16 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 96 164 0 29 May 2023
Code Prompting: a Neural Symbolic Method for Complex Reasoning in Large Language Models Yitao Hu Haotong Yang Zhouchen Lin Muhan Zhang ReLM LRM 76 18 0 29 May 2023
Tab-CoT: Zero-shot Tabular Chain of Thought Ziqi Jin Wei Lu ReLM LMTD LRM 72 38 0 28 May 2023
Language Models are Bounded Pragmatic Speakers: Understanding RLHF from a Bayesian Cognitive Modeling Perspective Khanh Nguyen LRM 107 8 0 28 May 2023
Mitigating Label Biases for In-context Learning Yu Fei Buse Giledereli Zeming Chen Antoine Bosselut 103 76 0 28 May 2023