Title
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 70 7 0 13 Oct 2023
MemGPT: Towards LLMs as Operating Systems Charles Packer Sarah Wooders Kevin Lin Vivian Fang Shishir G. Patil Ion Stoica Joseph E. Gonzalez RALM 34 127 0 12 Oct 2023
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 24 17 0 12 Oct 2023
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification Chia-Yu Hung Zhiqiang Hu Yujia Hu Roy Ka-wei Lee 33 12 0 12 Oct 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Wei Ping Ming-Yu Liu Lawrence C. McAfee Peng-Tao Xu Bo Li M. Shoeybi Bryan Catanzaro RALM 16 46 0 11 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 32 63 0 10 Oct 2023
QualiGPT: GPT as an easy-to-use tool for qualitative coding He Zhang Chuhao Wu Jingyi Xie ChanMin Kim John M. Carroll 21 19 0 10 Oct 2023
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 29 19 0 10 Oct 2023
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 31 9 0 10 Oct 2023
Words into Action: Learning Diverse Humanoid Robot Behaviors using Language Guided Iterative Motion Refinement K. N. Kumar Irfan Essa Sehoon Ha 24 6 0 10 Oct 2023
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models B. Silva Leonardo Nunes Roberto Estevão Vijay Aski Ranveer Chandra ELM LM&MA 35 12 0 10 Oct 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 29 101 0 09 Oct 2023
Integrating Graphs with Large Language Models: Methods and Prospects Shirui Pan Yizhen Zheng Yixin Liu AIFin 27 26 0 09 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 43 22 0 08 Oct 2023
Recurrent Neural Language Models as Probabilistic Finite-state Automata Anej Svete Ryan Cotterell 32 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 29 12 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 44 8 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 37 14 0 08 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 29 46 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 37 1 0 05 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 27 15 0 05 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 23 1 0 05 Oct 2023
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Saaket Agashe Yue Fan Anthony Reyna Xin Wang LLMAG LRM 102 10 0 05 Oct 2023
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun Mirian Hipolito Garcia Guoqing Zheng Ahmed Hassan Awadallah Anastasios Kyrillidis Robert Sim 81 6 0 04 Oct 2023
Improving Automatic VQA Evaluation Using Large Language Models Oscar Manas Benno Krojer Aishwarya Agrawal 19 21 0 04 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 40 20 0 01 Oct 2023
A Benchmark for Learning to Translate a New Language from One Grammar Book Garrett Tanzer Mirac Suzgun Chenguang Xi Dan Jurafsky Luke Melas-Kyriazi 24 51 0 28 Sep 2023
Intrinsic Language-Guided Exploration for Complex Long-Horizon Robotic Manipulation Tasks Wenke Huang Filippos Christianos Zhibin Li 37 8 0 28 Sep 2023
Language models in molecular discovery Chaoqi Wang Yibo Jiang Chenghao Yang Han Liu Yuxin Chen 23 7 0 28 Sep 2023
OceanChat: Piloting Autonomous Underwater Vehicles in Natural Language Jia Huang Mengxue Hou Junkai Wang Fumin Zhang 37 5 0 27 Sep 2023
An Evaluation of ChatGPT-4's Qualitative Spatial Reasoning Capabilities in RCC-8 Anthony G Cohn LRM 21 9 0 27 Sep 2023
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models Jung Hwan Heo Jeonghoon Kim Beomseok Kwon Byeongwook Kim Se Jung Kwon Dongsoo Lee MQ 43 9 0 27 Sep 2023
Does the "most sinfully decadent cake ever" taste good? Answering Yes/No Questions from Figurative Contexts Geetanjali Rakshit Jeffrey Flanigan ELM 18 1 0 24 Sep 2023
Automatic Answerability Evaluation for Question Generation Zifan Wang Kotaro Funakoshi Manabu Okumura 28 2 0 22 Sep 2023
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges Vinay Samuel Houda Aynaou Arijit Ghosh Chowdhury Karthik Venkat Ramanan Aman Chadha SyDa 33 7 0 21 Sep 2023
LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent Jianing Yang Xuweiyi Chen Shengyi Qian Nikhil Madaan Madhavan Iyengar David Fouhey Joyce Chai LM&Ro LLMAG 37 84 0 21 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 31 81 0 21 Sep 2023
LLM Guided Inductive Inference for Solving Compositional Problems Abhigya Sodani Lauren Moos Matthew Mirman LRM 41 1 0 20 Sep 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 17 10 0 20 Sep 2023
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction Masahiro Kaneko Naoaki Okazaki LRM 29 4 0 20 Sep 2023
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM Yuan An Jane Greenberg Alexander Kalinowski Xintong Zhao Xiaohua Hu F. Uribe-Romo Kyle Langlois Jacob Furst Diego A. Gómez-Gualdrón 26 3 0 20 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 35 6 0 20 Sep 2023
Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysis He Zhang Chuhao Wu Jingyi Xie Yao Lyu Jie Cai John M. Carroll 31 52 0 19 Sep 2023
Language Modeling Is Compression Grégoire Delétang Anian Ruoss Paul-Ambroise Duquenne Elliot Catt Tim Genewein ... Wenliang Kevin Li Matthew Aitchison Laurent Orseau Marcus Hutter J. Veness AI4CE 32 131 0 19 Sep 2023
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering Amir Rahimi Vanessa D’Amario Moyuru Yamada Kentaro Takemoto Tomotake Sasaki Xavier Boix 33 1 0 15 Sep 2023
Auto-Regressive Next-Token Predictors are Universal Learners Eran Malach LRM 24 36 0 13 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 48 76 0 13 Sep 2023
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models Siyao Zhang Daocheng Fu Zhao Zhang Bin Yu Pinlong Cai 11 47 0 13 Sep 2023
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models Yan Jiang Ruihong Qiu Yi Zhang Peng Zhang 19 7 0 12 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran LRM 36 24 0 08 Sep 2023