Title
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 37 3 0 06 Jun 2024
HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits Tim Franzmeyer Aleksandar Shtedritski Samuel Albanie Philip H. S. Torr João F. Henriques Jakob N. Foerster 27 1 0 05 Jun 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents Zi-Yi Dou Cheng-Fu Yang Xueqing Wu Kai-Wei Chang Nanyun Peng LRM 88 7 0 03 Jun 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling Lin Gui Cristina Garbacea Victor Veitch BDL LM&MA 41 36 0 02 Jun 2024
Aligning Language Models with Demonstrated Feedback Omar Shaikh Michelle S. Lam Joey Hejna Yijia Shao Michael S. Bernstein Michael S. Bernstein Diyi Yang ALM 31 23 0 02 Jun 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models Mingda Li Xinyu Li Yifan Chen Wenfeng Xuan Weinan Zhang RALM 31 2 0 31 May 2024
Transfer Q Star: Principled Decoding for LLM Alignment Souradip Chakraborty Soumya Suvra Ghosal Ming Yin Dinesh Manocha Mengdi Wang Amrit Singh Bedi Furong Huang 46 24 0 30 May 2024
Group Robust Preference Optimization in Reward-free RLHF Shyam Sundhar Ramesh Yifan Hu Iason Chaimalas Viraj Mehta Pier Giuseppe Sessa Haitham Bou-Ammar Ilija Bogunovic 23 23 0 30 May 2024
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models Chen Zhang Chengguang Tang Dading Chong Ke Shi Guohua Tang Feng Jiang Haizhou Li 31 4 0 30 May 2024
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf Xuanfa Jin Ziyan Wang Yali Du Meng Fang Haifeng Zhang Jun Wang OffRL LLMAG 51 5 0 30 May 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion Wei Cheng Yuhan Wu Wei Hu 30 11 0 30 May 2024
Stress-Testing Capability Elicitation With Password-Locked Models Ryan Greenblatt Fabien Roger Dmitrii Krasheninnikov David M. Krueger 32 13 0 29 May 2024
A Multi-Source Retrieval Question Answering Framework Based on RAG Ridong Wu Shuhong Chen Xiangbiao Su Yuankai Zhu Yifei Liao Jianming Wu 22 3 0 29 May 2024
Offline Regularised Reinforcement Learning for Large Language Models Alignment Pierre Harvey Richemond Yunhao Tang Daniel Guo Daniele Calandriello M. G. Azar ... Gil Shamir Rishabh Joshi Tianqi Liu Rémi Munos Bilal Piot OffRL 44 21 0 29 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large Language Models Hao Zhang Yuyang Zhang Xiaoguang Li Wenxuan Shi Haonan Xu ... Yasheng Wang Lifeng Shang Qun Liu Yong-jin Liu Ruiming Tang KELM 33 4 0 29 May 2024
CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control Huanshuo Liu Hao Zhang Zhijiang Guo Kuicai Dong Xiangyang Li Yi Quan Lee Cong Zhang Yong-jin Liu 3DV 33 6 0 29 May 2024
Aligning to Thousands of Preferences via System Message Generalization Seongyun Lee Sue Hyun Park Seungone Kim Minjoon Seo ALM 38 36 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 80 0 28 May 2024
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions Zheng Wang Shu Xian Teo Jieer Ouyang Yongjun Xu Wei Shi RALM VLM 27 13 0 26 May 2024
Multi-Reference Preference Optimization for Large Language Models Hung Le Quan Tran D. Nguyen Kien Do Saloni Mittal Kelechi Ogueji Svetha Venkatesh 55 0 0 26 May 2024
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents Zhengliang Shi Shen Gao Xiuyi Chen Yue Feng Lingyong Yan Haibo Shi Dawei Yin Zhumin Chen Suzan Verberne LLMAG 47 6 0 26 May 2024
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning Minghao Chen Yihang Li Yanting Yang Shiyu Yu Binbin Lin Xiaofei He LLMAG 36 0 0 25 May 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 35 2 0 24 May 2024
A Solution-based LLM API-using Methodology for Academic Information Seeking Yuanchun Wang Jifan Yu Zijun Yao Jing Zhang Yuyang Xie ... Yuanyao Li Huihui Yuan Lei Hou Juan-Zi Li Jie Tang 19 3 0 24 May 2024
Bayesian WeakS-to-Strong from Text Classification to Generation Ziyun Cui Ziyang Zhang Wen Wu Wen Wu Chao Zhang 31 1 0 24 May 2024
SimPO: Simple Preference Optimization with a Reference-Free Reward Yu Meng Mengzhou Xia Danqi Chen 57 345 0 23 May 2024
LIRE: listwise reward enhancement for preference alignment Mingye Zhu Yi Liu Lei Zhang Junbo Guo Zhendong Mao 26 7 0 22 May 2024
The CAP Principle for LLM Serving: A Survey of Long-Context Large Language Model Serving Pai Zeng Zhenyu Ning Jieru Zhao Weihao Cui Mengwei Xu Liwei Guo Xusheng Chen Yizhou Shan LLMAG 40 4 0 18 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 28 51 0 17 May 2024
Rethinking ChatGPT's Success: Usability and Cognitive Behaviors Enabled by Auto-regressive LLMs' Prompting Xinzhe Li Ming Liu 34 0 0 17 May 2024
RLHF Workflow: From Reward Modeling to Online RLHF Hanze Dong Wei Xiong Bo Pang Haoxiang Wang Han Zhao Yingbo Zhou Nan Jiang Doyen Sahoo Caiming Xiong Tong Zhang OffRL 27 95 0 13 May 2024
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections Priyanshu Gupta Shashank Kirtania Ananya Singha Sumit Gulwani Arjun Radhakrishna Sherry Shi Gustavo Soares LLMAG 32 4 0 13 May 2024
Value Augmented Sampling for Language Model Alignment and Personalization Seungwook Han Idan Shenfeld Akash Srivastava Yoon Kim Pulkit Agrawal OffRL 34 23 0 10 May 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance Matthew Renze Erhan Guven LRM LLMAG 36 34 0 05 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 34 23 0 05 May 2024
Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning Lucas-Andrei Thil Mirela Popa Gerasimos Spanakis LLMAG 27 2 0 01 May 2024
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation C. Zakka Joseph Cho Gracia Fahed R. Shad Michael Moor ... Vishnu Ravi Oliver Aalami Roxana Daneshjou Akshay Chaudhari W. Hiesinger 25 4 0 30 Apr 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 36 4 0 30 Apr 2024
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively Tiziano Labruna Jon Ander Campos Gorka Azkune 18 9 0 30 Apr 2024
Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning Mathieu Rita Florian Strub Rahma Chaabouni Paul Michel Emmanuel Dupoux Olivier Pietquin 42 2 0 30 Apr 2024
DPO Meets PPO: Reinforced Token Optimization for RLHF Han Zhong Guhao Feng Guhao Feng Li Zhao Di He Jiang Bian Liwei Wang Jiang Bian Liwei Wang 55 56 0 29 Apr 2024
GPT for Games: A Scoping Review (2020-2023) Daijin Yang Erica Kleinman Casper Harteveld AI4TS AI4CE 31 11 0 27 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 27 8 0 26 Apr 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards Zhaolin Gao Jonathan D. Chang Wenhao Zhan Owen Oertell Gokul Swamy Kianté Brantley Thorsten Joachims J. Andrew Bagnell Jason D. Lee Wen Sun OffRL 38 31 0 25 Apr 2024
Benchmarking Mobile Device Control Agents across Diverse Configurations Juyong Lee Taywon Min Minyong An Changyeon Kim Kimin Lee 36 8 0 25 Apr 2024
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs Davide Caffagni Federico Cocchi Nicholas Moratelli Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara KELM 31 35 0 23 Apr 2024
Aligning LLM Agents by Learning Latent Preference from User Edits Ge Gao Alexey Taymanov Eduardo Salinas Paul Mineiro Dipendra Kumar Misra LLMAG 37 27 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 67 46 0 23 Apr 2024
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering Jiapeng Li Runze Liu Yabo Liu Tong Zhou Mingling Li Xiang Chen LRM 30 3 0 22 Apr 2024
Filtered Direct Preference Optimization Tetsuro Morimura Mitsuki Sakamoto Yuu Jinnai Kenshi Abe Kaito Air 40 13 0 22 Apr 2024