Title
FireAct: Toward Language Agent Fine-tuning Baian Chen Chang Shu Ehsan Shareghi Nigel Collier Karthik Narasimhan Shunyu Yao ALM LLMAG 177 112 0 09 Oct 2023
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models Archiki Prasad Elias Stengel-Eskin Mohit Bansal ReLM LRM 76 8 0 09 Oct 2023
GraphLLM: Boosting Graph Reasoning Ability of Large Language Model Ziwei Chai Tianjie Zhang Liang Wu Kaiqiao Han Xiaohai Hu Xuanwen Huang Yang Yang AI4MH LRM 67 68 0 09 Oct 2023
Foundation Models Meet Visualizations: Challenges and Opportunities Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 87 40 0 09 Oct 2023
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena Jiangjie Chen Siyu Yuan Rong Ye Bodhisattwa Prasad Majumder Kyle Richardson LLMAG ELM 120 60 0 09 Oct 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 111 118 0 09 Oct 2023
The Program Testing Ability of Large Language Models for Code Weimin Xiong Yiwen Guo Hao Chen ALM ELM 61 6 0 09 Oct 2023
Integrating Graphs with Large Language Models: Methods and Prospects Shirui Pan Yizhen Zheng Yixin Liu AIFin 113 26 0 09 Oct 2023
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition Guanting Dong Hongyi Yuan Keming Lu Chengpeng Li Mingfeng Xue Dayiheng Liu Wei Wang Zheng Yuan Chang Zhou Jingren Zhou LRM CLL 142 139 0 09 Oct 2023
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure Haotong Yang Fanxu Meng Zhouchen Lin Muhan Zhang LRM 109 3 0 09 Oct 2023
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning Hongqiu Wu Linfeng Liu Haizhen Zhao Min Zhang LRM AI4CE NAI ELM 84 7 0 09 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation Robert Litschko Max Müller-Eberstein Rob van der Goot Leon Weber Barbara Plank LRM 62 2 0 09 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 100 14 0 09 Oct 2023
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models Holy Lovenia Wenliang Dai Samuel Cahyawijaya Ziwei Ji Pascale Fung MLLM 107 53 0 09 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 86 31 0 08 Oct 2023
Towards Optimizing with Large Language Models Pei-Fu Guo Ying-Hsuan Chen Yun-Da Tsai Shou-De Lin 70 33 0 08 Oct 2023
Do Large Language Models Know about Facts? Xuming Hu Junzhe Chen Xiaochuan Li Yingxin Lai Lijie Wen Philip S. Yu Zhijiang Guo HILM KELM 71 54 0 08 Oct 2023
An Investigation of LLMs' Inefficacy in Understanding Converse Relations Chengwen Qi Bowen Li Binyuan Hui Bailin Wang Jinyang Li Jinwang Wu Yuanjun Laili 74 11 0 08 Oct 2023
Recurrent Neural Language Models as Probabilistic Finite-state Automata Anej Svete Ryan Cotterell 91 2 0 08 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 92 18 0 08 Oct 2023
Retrieval-Generation Synergy Augmented Large Language Models Zhangyin Feng Xiaocheng Feng Dezhi Zhao Maojin Yang Bing Qin LRM RALM 51 31 0 08 Oct 2023
Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge J. Tan Mehul Motani LLMAG 77 11 0 08 Oct 2023
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements Yushan Qian Weinan Zhang Ting Liu AI4MH 84 44 0 08 Oct 2023
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models Chengcheng Han Xiaowei Du Che Zhang Yixin Lian Xiang Li Ming Gao Baoyuan Wang LRM 76 14 0 08 Oct 2023
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models Yifan Jiang Filip Ilievski Kaixin Ma Zhivar Sourati LRM ReLM 101 12 0 08 Oct 2023
AvalonBench: Evaluating LLMs Playing the Game of Avalon Jonathan Light Min Cai Sheng Shen Ziniu Hu LLMAG 44 0 0 08 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 150 31 0 08 Oct 2023
Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models Song Guo Jiahang Xu Li Zhang Mao Yang 87 15 0 08 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 88 50 0 08 Oct 2023
LLM4VV: Developing LLM-Driven Testsuite for Compiler Validation Christian Munley Aaron Jarmusch Sunita Chandrasekaran 99 21 0 08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 167 55 0 08 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 119 42 0 08 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 77 24 0 07 Oct 2023
Question-focused Summarization by Decomposing Articles into Facts and Opinions and Retrieving Entities Krutika Sarode Shashidhar Reddy Javaji Vishal Kalakonnavar AIFin 32 2 0 07 Oct 2023
Lemur: Integrating Large Language Models in Automated Program Verification Haoze Wu Clark W. Barrett Nina Narodytska LRM 80 34 0 07 Oct 2023
Critique Ability of Large Language Models Liangchen Luo Zi Lin Yinxiao Liu Lei Shu Yun Zhu Jingbo Shang Lei Meng AI4MH LRM ELM 71 16 0 07 Oct 2023
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models Song Jiang Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz ... Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang Asli Celikyilmaz LRM ReLM 64 8 0 07 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 103 11 0 07 Oct 2023
Label-free Node Classification on Graphs with Large Language Models (LLMS) Zhikai Chen Haitao Mao Hongzhi Wen Haoyu Han Wei Jin Haiyang Zhang Hui Liu Jiliang Tang 105 86 0 07 Oct 2023
Talk like a Graph: Encoding Graphs for Large Language Models Bahare Fatemi Jonathan J. Halcrow Bryan Perozzi AI4CE 96 113 0 06 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-Xiong Wang LRM AI4CE LM&Ro LLMAG 115 223 0 06 Oct 2023
Amortizing intractable inference in large language models Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 130 57 0 06 Oct 2023
An In-Context Learning Agent for Formal Theorem-Proving Amitayush Thakur George Tsoukalas Yeming Wen Jimmy Xin Swarat Chaudhuri LLMAG 78 33 0 06 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu Ran He Rex Ying LRM 134 31 0 06 Oct 2023
Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations Deren Lei Yaxi Li Mengya Hu Mingyu Wang Vincent Yun Emily Ching Eslam Kamal HILM LRM 59 40 0 06 Oct 2023
Bridging Low-level Geometry to High-level Concepts in Visual Servoing of Robot Manipulation Task Using Event Knowledge Graphs and Vision-Language Models Chen Jiang Martin Jägersand 85 1 0 05 Oct 2023
Benchmarking a foundation LLM on its ability to re-label structure names in accordance with the AAPM TG-263 report J. Holmes Hua Zhou Yuzhen Ding H. Feng Zheng Liu Tianming Liu William W. Wong S. A. Vora Jonathan B. Ashman Wei Liu 84 4 0 05 Oct 2023
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning Ke Wang Houxing Ren Aojun Zhou Zimu Lu Sichun Luo Weikang Shi Renrui Zhang Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM SyDa 122 106 0 05 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 106 283 0 05 Oct 2023
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! Xiangyu Qi Yi Zeng Tinghao Xie Pin-Yu Chen Ruoxi Jia Prateek Mittal Peter Henderson SILM 181 636 0 05 Oct 2023