Title
You Only Look at Screens: Multimodal Chain-of-Action Agents Zhuosheng Zhang Aston Zhang LLMAG LM&Ro 100 120 0 20 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 74 14 0 20 Sep 2023
Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions Yuxing Long Xiaoqi Li Wenzhe Cai Hao Dong LLMAG LM&Ro 98 59 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 98 3 0 20 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 105 6 0 20 Sep 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 131 11 0 20 Sep 2023
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Tianhua Zhang Jiaxin Ge Hongyin Luo Yung-Sung Chuang Mingye Gao Yuan Gong Xixin Wu Yoon Kim Helen M. Meng James R. Glass LRM ReLM 150 16 0 19 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 88 62 0 19 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou Hao Fei 109 5 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 121 146 0 19 Sep 2023
Large language models can accurately predict searcher preferences Paul Thomas S. Spielman Nick Craswell Bhaskar Mitra ALM LRM 104 154 0 19 Sep 2023
Writer-Defined AI Personas for On-Demand Feedback Generation Karim Benharrak Tim Zindulka Florian Lehmann Hendrik Heuer Daniel Buschek 77 38 0 19 Sep 2023
Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning Peter Ebert Christensen Srishti Yadav Serge J. Belongie 52 1 0 19 Sep 2023
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation Kunlun Zhu Shihao Liang Xu Han Zhi Zheng Guoyang Zeng Zhiyuan Liu Maosong Sun 85 2 0 19 Sep 2023
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models Hyung-Kwon Ko Hyeon Jeon Gwanmo Park Dae Hyun Kim Nam Wook Kim Juho Kim Jinwook Seo 74 23 0 19 Sep 2023
Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles Can Cui Yunsheng Ma Xu Cao Wenqian Ye Ziran Wang 121 115 0 19 Sep 2023
Reasoning about the Unseen for Efficient Outdoor Object Navigation Quanting Xie Tianyi Zhang Kedi Xu Matthew Johnson-Roberson Yonatan Bisk LRM 104 11 0 18 Sep 2023
MindAgent: Emergent Gaming Interaction Ran Gong Qiuyuan Huang Xiaojian Ma Hoi Vo Zane Durante ... Zilong Zheng Song-Chun Zhu Demetri Terzopoulos Fei-Fei Li Jianfeng Gao LM&Ro 175 69 0 18 Sep 2023
Facilitating NSFW Text Detection in Open-Domain Dialogue Systems via Knowledge Distillation Huachuan Qiu Shuai Zhang Hongliang He Anqi Li Zhenzhong Lan 29 2 0 18 Sep 2023
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Zecheng Tang Chenfei Wu Juntao Li Nan Duan 3DV 85 9 0 18 Sep 2023
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM Bochuan Cao Yu Cao Lu Lin Jinghui Chen AAML 96 152 0 18 Sep 2023
OWL: A Large Language Model for IT Operations Hongcheng Guo Jian Yang Jiaheng Liu Liqun Yang Linzheng Chai ... Tieqiao Zheng Liangfan Zheng Bo Zhang Ke Xu Zhoujun Li VLM 119 43 0 17 Sep 2023
Contrastive Decoding Improves Reasoning in Large Language Models Sean O'Brien Mike Lewis SyDa LRM ReLM 102 39 0 17 Sep 2023
Rethinking STS and NLI in Large Language Models Yuxia Wang Minghan Wang Preslav Nakov LRM 71 3 0 16 Sep 2023
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca Pinzhen Chen Shaoxiong Ji Nikolay Bogoychev Andrey Kutuzov Barry Haddow Kenneth Heafield 99 47 0 16 Sep 2023
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models Hossein Rajabzadeh Suyuchen Wang Hyock Ju Kwon Bang Liu KELM 60 3 0 16 Sep 2023
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs Sarkar Snigdha Sarathi Das C. Shah Mengting Wan Jennifer Neville Longfei Yang Reid Andersen Georg Buscher Tara Safavi 137 8 0 16 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 66 1 0 15 Sep 2023
Chain-of-Thought Reasoning is a Policy Improvement Operator Hugh Zhang David C. Parkes ReLM LM&Ro LRM 67 13 0 15 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 89 4 0 15 Sep 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 87 21 0 15 Sep 2023
Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata Bohui Zhang Ioannis Reklos Nitisha Jain Albert Meroño-Peñuela Elena Simperl 73 9 0 15 Sep 2023
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 138 12 0 15 Sep 2023
Unleashing Potential of Evidence in Knowledge-Intensive Dialogue Generation Xianjie Wu Jian Yang Tongliang Li Di Liang Shiwei Zhang Yiyang Du Zhoujun Li HILM 46 2 0 15 Sep 2023
Reward Engineering for Generating Semi-structured Explanation Paul Burgess Wray Buntine Ehsan Shareghi LRM 59 0 0 15 Sep 2023
LASER: LLM Agent with State-Space Exploration for Web Navigation Kaixin Ma Hongming Zhang Hongwei Wang Xiaoman Pan Wenhao Yu Dong Yu LLMAG 87 44 0 15 Sep 2023
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing Sonish Sivarajkumar Mark Kelley Alyssa Samolyk-Mazzanti Shyam Visweswaran Yanshan Wang LM&MA 88 28 0 14 Sep 2023
Ambiguity-Aware In-Context Learning with Large Language Models Lingyu Gao Aditi Chaudhary Krishna Srinivasan Kazuma Hashimoto K. Raman Michael Bendersky 59 9 0 14 Sep 2023
Two Timin': Repairing Smart Contracts With A Two-Layered Approach Abhinav Jain Ehan Masud Michelle Han Rohan Dhillon Sumukh Rao Arya Joshi Salar Cheema Saurav Kumar 68 0 0 14 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration Rachneet Sachdeva Martin Tutek Iryna Gurevych OODD 102 13 0 14 Sep 2023
Tree of Uncertain Thoughts Reasoning for Large Language Models Shentong Mo Miao Xin LRM AI4CE 48 12 0 14 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 85 29 0 14 Sep 2023
An Interactive Framework for Profiling News Media Sources Nikhil Mehta Dan Goldwasser 65 5 0 14 Sep 2023
EarthPT: a time series foundation model for Earth Observation Michael J. Smith Luke Fleming James E. Geach AI4TS 93 7 0 13 Sep 2023
Auto-Regressive Next-Token Predictors are Universal Learners Eran Malach LRM 93 41 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 122 81 0 13 Sep 2023
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models Siyao Zhang Daocheng Fu Zhao Zhang Bin Yu Pinlong Cai 69 50 0 13 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL Hao Sun Alihan Huyuk M. Schaar OffRL LRM 87 30 0 13 Sep 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity Joseph Gatto Omar Sharif Parker Seegmiller Philip Bohlman S. Preum 33 8 0 12 Sep 2023
Unveiling the potential of large language models in generating semantic and cross-language clones Palash R. Roy A. Alam Farouq Al-Omari B. Roy C. Roy Kevin A. Schneider ELM 22 4 0 12 Sep 2023