Title
C5: Towards Better Conversation Comprehension and Contextual Continuity for ChatGPT Pan Liang Danwei Ye Zihao Zhu Yunchao Wang Wang Xia Ronghua Liang Guodao Sun 69 4 0 10 Aug 2023
Revisiting Prompt Engineering via Declarative Crowdsourcing Aditya G. Parameswaran Shreya Shankar Parth Asawa Naman Jain Yujie Wang 91 21 0 07 Aug 2023
InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent Po-Lin Chen Cheng-Shang Chang LM&Ro LLMAG 77 14 0 03 Aug 2023
Flows: Building Blocks of Reasoning and Collaborating AI Martin Josifoski Lars Klein Maxime Peyrard Nicolas Mario Baldwin Yifei Li ... Julian Paul Schnitzler Yuxing Yao Jiheng Wei Debjit Paul Robert West AI4CE 124 25 0 02 Aug 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models Beatriz Borges Niket Tandon Tanja Käser Antoine Bosselut 160 4 0 01 Jul 2023
System-Level Natural Language Feedback Weizhe Yuan Kyunghyun Cho Jason Weston 119 5 0 23 Jun 2023
Can Language Models Teach Weaker Agents? Teacher Explanations Improve Students via Personalization Swarnadeep Saha Peter Hase Mohit Bansal LRM 80 11 0 15 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 121 136 0 06 Jun 2023
Large Language Models Are Not Strong Abstract Reasoners Gaël Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 129 37 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 224 388 0 29 May 2023
ANPL: Towards Natural Programming with Interactive Decomposition Di Huang Ziyuan Nan Xingui Hu Pengwei Jin Shaohui Peng ... Rui Zhang Zidong Du Qi Guo Yewen Pu Yunji Chen 95 9 0 29 May 2023
Taming AI Bots: Controllability of Neural States in Large Language Models Stefano Soatto Paulo Tabuada Pratik Chaudhari Tianwei Liu LLMAG LM&Ro 101 13 0 29 May 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 116 5 0 24 May 2023
Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models Daman Arora H. Singh Mausam ELM LRM 138 55 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 170 604 0 24 May 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 106 12 0 24 May 2023
Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation Qi Zeng Mankeerat Sidhu Ansel Blume Hou Pong Chan Lu Wang Heng Ji 100 11 0 24 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 98 16 0 22 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 158 608 0 22 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 156 399 0 19 May 2023
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 120 30 0 17 May 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing Hao Yan Saurabh Srivastava Yintao Tai Sida I. Wang Wen-tau Yih Ziyu Yao 73 19 0 14 May 2023
Self-Chained Image-Language Model for Video Localization and Question Answering Shoubin Yu Jaemin Cho Prateek Yadav Joey Tianyi Zhou 163 142 0 11 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 91 14 0 04 May 2023
Personalized Abstractive Summarization by Tri-agent Generation Pipeline Md Aminul Haque Palash Sourav Saha Faria Afrin Pengcheng He 112 3 0 04 May 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 120 21 0 23 Apr 2023
Divide and Prompt: Chain of Thought Prompting for Text-to-SQL X. Liu Zhao Tan ReLM LRM 103 17 0 23 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 150 222 0 17 Apr 2023
REFINER: Reasoning Feedback on Intermediate Representations Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 134 182 0 04 Apr 2023
BMX: Boosting Natural Language Generation Metrics with Explainability Christoph Leiter Hoang-Quan Nguyen Steffen Eger ELM 79 0 0 20 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 234 327 0 19 Dec 2022