Title
OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models Shuai Wang Liang Ding Li Shen Yong Luo Bo Du Dacheng Tao ELM ALM 83 3 0 12 Jan 2024
Intention Analysis Makes LLMs A Good Jailbreak Defender Yuqi Zhang Liang Ding Lefei Zhang Dacheng Tao LLMSV 83 29 0 12 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 62 17 0 12 Jan 2024
Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation Tianyu Zheng Shuyue Guo Xingwei Qu Jiawei Guo Weixu Zhang ... Chenghua Lin Wenhao Huang Wenhu Chen Jie Fu Ge Zhang ALM 104 7 0 12 Jan 2024
Adapting Large Language Models for Document-Level Machine Translation Minghao Wu Thuy-Trang Vu Zhuang Li George F. Foster Gholamreza Haffari 158 45 0 12 Jan 2024
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs Changrong Xiao Wenxing Ma Qingping Song Sean Xin Xu Kunpeng Zhang Yufang Wang Qi Fu AI4Ed 54 19 0 12 Jan 2024
Mutual Enhancement of Large Language and Reinforcement Learning Models through Bi-Directional Feedback Mechanisms: A Planning Case Study Shangding Gu LLMAG 112 0 0 12 Jan 2024
TOFU: A Task of Fictitious Unlearning for LLMs Pratyush Maini Zhili Feng Avi Schwarzschild Zachary Chase Lipton J. Zico Kolter MU CLL 145 193 0 11 Jan 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint Zhipeng Chen Kun Zhou Wayne Xin Zhao Junchen Wan Fuzheng Zhang Di Zhang Ji-Rong Wen KELM 120 35 0 11 Jan 2024
Secrets of RLHF in Large Language Models Part II: Reward Modeling Bing Wang Rui Zheng Luyao Chen Yan Liu Shihan Dou ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yuanyuan Jiang ALM 113 110 0 11 Jan 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion Ruilin Luo Tianle Gu Haoling Li Junzhe Li Zicheng Lin Jiayi Li Yujiu Yang AI4CE 140 10 0 11 Jan 2024
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Yongliang Shen Ren Kan Dongsheng Li Deqing Yang LLMAG 104 68 0 11 Jan 2024
Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback Jiashuo Wang Chunpu Xu Chak Tou Leong Wenjie Li Jing Li 111 2 0 11 Jan 2024
How Teachers Can Use Large Language Models and Bloom's Taxonomy to Create Educational Quizzes Sabina Elkins E. Kochmar Jackie C.K. Cheung Iulian Serban ELM AI4Ed 70 14 0 11 Jan 2024
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge Xuyang Zhao Qibin Zhao Toshihisa Tanaka AI4MH 55 1 0 11 Jan 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages Zhuoyuan Mao Yen Yu ALM 60 2 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong ZuJie Wen Ke Xu Qi Li 165 64 0 11 Jan 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation Seung Hyun Lee Yinxiao Li Junjie Ke Innfarn Yoo Han Zhang ... Junfeng He Gang Li Sangpil Kim Irfan Essa Feng Yang EGVM 104 24 0 11 Jan 2024
Towards Conversational Diagnostic AI Tao Tu Anil Palepu M. Schaekermann Khaled Saab Jan Freyberg ... Katherine Chou Greg S. Corrado Yossi Matias Alan Karthikesalingam Vivek Natarajan AI4MH LM&MA 110 103 0 11 Jan 2024
Scaling Laws for Forgetting When Fine-Tuning Large Language Models Damjan Kalajdzievski CLL 94 12 0 11 Jan 2024
An EcoSage Assistant: Towards Building A Multimodal Plant Care Dialogue Assistant Mohit Tomar Abhisek Tiwari Tulika Saha Prince Jha Sriparna Saha 42 1 0 10 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 117 88 0 10 Jan 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk Dennis Ulmer Elman Mansimov Kaixiang Lin Justin Sun Xibin Gao Yi Zhang LLMAG 76 30 0 10 Jan 2024
Large Model based Sequential Keyframe Extraction for Video Summarization Kailong Tan Yuxiang Zhou Qianchen Xia Rui Liu Yong Chen 67 8 0 10 Jan 2024
Learning Audio Concepts from Counterfactual Natural Language Ali Vosoughi Luca Bondi Ho-Hsiang Wu Chenliang Xu CML 93 5 0 10 Jan 2024
The Impact of Reasoning Step Length on Large Language Models Mingyu Jin Qinkai Yu Dong Shu Haiyan Zhao Wenyue Hua Yanda Meng Yongfeng Zhang Jundong Li ReLM LRM 185 113 0 10 Jan 2024
Multi-User Chat Assistant (MUCA): a Framework Using LLMs to Facilitate Group Conversations Manqing Mao Paishun Ting Yijian Xiang Mingyang Xu Julia Chen Jianzhe Lin LLMAG 161 6 0 10 Jan 2024
User Embedding Model for Personalized Language Prompting Sumanth Doddapaneni Krishna Sayana Ambarish Jash Sukhdeep S. Sodhi Dima Kuzmin RALM 73 10 0 10 Jan 2024
Are Language Models More Like Libraries or Like Librarians? Bibliotechnism, the Novel Reference Problem, and the Attitudes of LLMs Harvey Lederman Kyle Mahowald 104 12 0 10 Jan 2024
Concept Alignment Sunayana Rane Polyphony J. Bruna Ilia Sucholutsky Christopher Kello Thomas Griffiths CVBM 69 8 0 09 Jan 2024
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation Mahdi Nikdan Soroush Tabesh Elvir Crnčević Dan Alistarh 134 32 0 09 Jan 2024
Agent Alignment in Evolving Social Norms Shimin Li Tianxiang Sun Qinyuan Cheng Xipeng Qiu LLMAG 81 8 0 09 Jan 2024
Evaluating Language Model Agency through Negotiations Tim R. Davidson V. Veselovsky Martin Josifoski Maxime Peyrard Antoine Bosselut Michal Kosinski Robert West LLMAG 89 29 0 09 Jan 2024
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection Hongcheng Guo Jian Yang Jiaheng Liu Jiaqi Bai Boyang Wang Zhoujun Li Tieqiao Zheng Bo Zhang Junran peng Qi Tian 83 20 0 09 Jan 2024
TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models Xue Zhang Xiangyu Shi Xinyue Lou Rui Qi Yufeng Chen Jinan Xu Wenjuan Han 77 5 0 09 Jan 2024
Probabilistic emotion and sentiment modelling of patient-reported experiences Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 71 0 0 09 Jan 2024
A Minimaximalist Approach to Reinforcement Learning from Human Feedback Gokul Swamy Christoph Dann Rahul Kidambi Zhiwei Steven Wu Alekh Agarwal OffRL 134 112 0 08 Jan 2024
TextMachina: Seamless Generation of Machine-Generated Text Datasets A. Sarvazyan José Ángel González Marc Franco-Salvador DeLMO 99 3 0 08 Jan 2024
TeleChat Technical Report Zhongjiang He Zihan Wang Xinzhan Liu Shixuan Liu Yitong Yao ... Zilu Huang Sishi Xiong Yuxiang Zhang Chao Wang Shuangyong Song AI4MH LRM ALM 108 4 0 08 Jan 2024
Enhanced Automated Code Vulnerability Repair using Large Language Models David de-Fitero-Dominguez Eva García-López Antonio Garcia-Cabot J. Martínez-Herráiz 64 16 0 08 Jan 2024
LightHouse: A Survey of AGI Hallucination Feng Wang LRM HILM VLM 99 3 0 08 Jan 2024
An Exploratory Study on Automatic Identification of Assumptions in the Development of Deep Learning Frameworks Chen Yang Peng Liang Zinan Ma 45 0 0 08 Jan 2024
Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions Daniel de S. Moraes Pedro T. C. Santos P. B. D. Costa Matheus A. S. Pinto Ivan de J. P. Pinto ... Gabriela Tourinho Marcos Rabaioli Leandro Santos Fellipe Marques David Favaro 55 2 0 08 Jan 2024
InFoBench: Evaluating Instruction Following Ability in Large Language Models Yiwei Qin Kaiqiang Song Yebowen Hu Wenlin Yao Sangwoo Cho Xiaoyang Wang Xuansheng Wu Fei Liu Pengfei Liu Dong Yu ELM 104 52 0 07 Jan 2024
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning Yingqian Min Kun Zhou Dawei Gao Wayne Xin Zhao He Hu Yaliang Li 80 1 0 07 Jan 2024
CharPoet: A Chinese Classical Poetry Generation System Based on Token-free LLM Chengyue Yu Lei Zang Jiaotuan Wang Chenyi Zhuang Jinjie Gu 65 4 0 07 Jan 2024
Malla: Demystifying Real-world Large Language Model Integrated Malicious Services Zilong Lin Jian Cui Xiaojing Liao Wenyuan Xu 66 23 0 06 Jan 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 123 2 0 06 Jan 2024
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process Zhenan Fan Bissan Ghaddar Xinglu Wang Linzi Xing Yong Zhang Zirui Zhou AI4CE 101 13 0 06 Jan 2024
Human-Instruction-Free LLM Self-Alignment with Limited Samples Hongyi Guo Yuanshun Yao Wei Shen Jiaheng Wei Xiaoying Zhang Zhaoran Wang Yang Liu 159 23 0 06 Jan 2024