Title
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 92 93 0 03 Apr 2024
AI and personalized learning: bridging the gap with modern educational goals Kristjan-Julius Laak Jaan Aru 31 16 0 03 Apr 2024
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models Xuechen Liang Meiling Tao Yinghui Xia Yiting Xie Jun Wang JingSong Yang LLMAG 133 13 0 02 Apr 2024
LLMs as Academic Reading Companions: Extending HCI Through Synthetic Personae Celia Chen Alex Leitch 27 4 0 28 Mar 2024
EduAgent: Generative Student Agents in Learning Songlin Xu Xinyu Zhang Lianhui Qin LLMAG 95 13 0 23 Mar 2024
Content Knowledge Identification with Multi-Agent Large Language Models (LLMs) Kaiqi Yang Yucheng Chu Taylor Darwin Ahreum Han Hang Li Hongzhi Wen Yasemin Copur-Gencturk Jiliang Tang Hui Liu 80 13 0 22 Mar 2024
Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations Hasan Abu-Rasheed Christian Weber M. Fathi AI4Ed 65 33 0 05 Mar 2024
Fine-tuning Large Language Models for Domain-specific Machine Translation Jiawei Zheng Hanghai Hong Xiaoli Wang Jingsong Su Yonggui Liang Shikai Wu ALM 62 41 0 23 Feb 2024
SiLLM: Large Language Models for Simultaneous Machine Translation Shoutao Guo Shaolei Zhang Zhengrui Ma Min Zhang Yang Feng LRM 94 10 0 20 Feb 2024
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction Hai-Tao Zheng Shang Qin Jingheng Ye Shirong Ma Yangning Li Libo Qin Xuming Hu Wenhao Jiang Hai-Tao Zheng Philip S. Yu LRM 90 5 0 18 Feb 2024
Orca-Math: Unlocking the potential of SLMs in Grade School Math Arindam Mitra Hamed Khanpour Corby Rosset Ahmed Hassan Awadallah ALM MoE LRM 79 78 0 16 Feb 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM Yutao Hu Tian-Xin Li Quanfeng Lu Wenqi Shao Junjun He Yu Qiao Ping Luo ELM LM&MA 70 67 0 14 Feb 2024
TransLLaMa: LLM-based Simultaneous Translation System Roman Koshkin Katsuhito Sudoh Satoshi Nakamura 44 26 0 07 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 109 171 0 05 Feb 2024
PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety Zaibin Zhang Yongting Zhang Lijun Li Hongzhi Gao Lijun Wang Huchuan Lu Feng Zhao Yu Qiao Jing Shao LLMAG 84 41 0 22 Jan 2024
Agent AI: Surveying the Horizons of Multimodal Interaction Zane Durante Qiuyuan Huang Naoki Wake Ran Gong Jinho Park ... Yejin Choi Katsushi Ikeuchi Hoi Vo Fei-Fei Li Jianfeng Gao LM&Ro 158 98 0 07 Jan 2024
Challenges and Opportunities of Moderating Usage of Large Language Models in Education Lars Krupp Steffen Steinert Maximilian Kiefer-Emmanouilidis Karina E. Avila Paul Lukowicz Jochen Kuhn S. Küchemann Jakob Karolus 60 12 0 19 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 224 1,821 1 18 Dec 2023
ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs) Tosin Adewumi Lama Alkhaled Claudia Buck Sergio Hernandez Saga Brilioth M. Kekung Yelvin Ragimov Elisa Barney 61 8 0 15 Dec 2023
Large Language Models in Law: A Survey Jinqi Lai Wensheng Gan Jiayang Wu Zhenlian Qi Philip S. Yu ELM AILaw 100 86 0 26 Nov 2023
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code Xiangru Tang Yuliang Liu Zefan Cai Yan Shao Junjie Lu ... Yujia Qin Wangchunshu Zhou Yilun Zhao Arman Cohan Mark B. Gerstein ELM LLMAG 107 29 0 16 Nov 2023
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web Yibo Yan Haomin Wen Siru Zhong Wei Chen Haodong Chen Qingsong Wen Roger Zimmermann Yuxuan Liang 67 60 0 22 Oct 2023
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation Zexue He Yu Wang An Yan Yao Liu Eric Y. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu ELM 171 16 0 21 Oct 2023
A Workflow Approach to Visualization-Based Storytelling with Cultural Heritage Data Johannes Liem J. Kusnick Samuel Beck F. Windhager E. Mayr 26 3 0 17 Oct 2023
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check Haojing Huang Jingheng Ye Qingyu Zhou Hai-Tao Zheng Yangning Li Feng Zhou Hai-Tao Zheng LRM 80 15 0 13 Oct 2023
How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging Qianou Ma Hua Shen Kenneth R. Koedinger Tongshuang Wu LLMAG ELM 67 32 0 08 Oct 2023
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 136 86 0 08 Oct 2023
Conversational Health Agents: A Personalized LLM-Powered Agent Framework Mahyar Abbasian Iman Azimi Amir M. Rahmani Ramesh C. Jain AI4CE LM&MA 127 81 0 03 Oct 2023
Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education Hyoungwook Jin Seonghee Lee Hyun Joon Shin Juho Kim LLMAG 46 57 0 25 Sep 2023
CGMI: Configurable General Multi-Agent Interaction Framework Jinxin Shi Jiabao Zhao Yilei Wang Wu Xingjiao Jiawen Li Liangbo He LLMAG 32 34 0 24 Aug 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 95 1,313 0 22 Aug 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 178 492 0 25 Jul 2023
A large language model-assisted education tool to provide feedback on open-ended responses Jordan K Matelsky Felipe Parodi Tony Liu Richard D. Lange Konrad Paul Kording AI4Ed 56 24 0 25 Jul 2023
Math Agents: Computational Infrastructure, Mathematical Embedding, and Genomics M. Swan Takashi Kido Eric Roland R. P. D. Santos AI4CE 81 11 0 04 Jul 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Wang Haotian Sun Chao Zhang ELM LLMAG 75 248 0 23 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 89 53 0 02 Jun 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks Taicheng Guo Kehan Guo B. Nan Zhengwen Liang Zhichun Guo Nitesh Chawla Olaf Wiest Xiangliang Zhang ELM 126 141 0 27 May 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark Michael Joseph Ryan Tarek Naous Wei Xu 68 26 0 25 May 2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems Jakub Macina Nico Daheim Sankalan Pal Chowdhury Tanmay Sinha Manu Kapur Iryna Gurevych Mrinmaya Sachan LRM 88 68 0 23 May 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents Shuzheng Si Wen-Cheng Ma Haoyu Gao Yuchuan Wu Ting-En Lin Yinpei Dai Hangyu Li Rui Yan Fei Huang Yongbin Li AuLLM 155 37 0 22 May 2023
Dynamic fairness-aware recommendation through multi-agent social choice Amanda A. Aird Paresha Farastu Joshua Sun Elena Stefancova Cassidy All A. Voida Nicholas Mattei Robin Burke FaML 58 11 0 02 Mar 2023
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change Karthik Valmeekam Matthew Marquez Alberto Olmo S. Sreedharan Subbarao Kambhampati ReLM LRM 102 237 0 21 Jun 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models Adam Livska Tomávs Kovciský E. Gribovskaya Tayfun Terzi Eren Sezener ... Susannah Young Ellen Gilsenan-McMahon Sophia Austin Phil Blunsom Angeliki Lazaridou KELM 292 104 0 23 May 2022
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 119 808 0 28 Sep 2020