Title
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint Wei Xiong Hanze Dong Chen Ye Ziqi Wang Han Zhong Heng Ji Nan Jiang Tong Zhang OffRL 38 157 0 18 Dec 2023
Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations Zilin Wang Hao-Wen Zhuang Lu Li Yinmin Zhang Junjie Zhong Jun Chen Yu Yang Boshi Tang Zhiyong Wu 45 3 0 18 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 59 1,516 1 18 Dec 2023
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling Jingying Zeng Jaewon Yang Waleed Malik Xiao Yan Richard Huang Qi He 22 1 0 16 Dec 2023
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent Renat Aksitov Sobhan Miryoosefi Zong-xiao Li Daliang Li Sheila Babayan ... Sushant Prakash Pranesh Srinivasan Manzil Zaheer Felix X. Yu Sanjiv Kumar LRM ReLM LLMAG KELM 23 45 0 15 Dec 2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Hao-Lun Sun Hengyi Cai Bo Wang Yingyan Hou Xiaochi Wei Shuaiqiang Wang Yan Zhang Dawei Yin 39 8 0 14 Dec 2023
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 16 23 0 14 Dec 2023
LDM $^2$ : A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement Xingjin Wang Linjing Li D. Zeng 30 0 0 13 Dec 2023
AI capabilities can be significantly improved without expensive retraining Tom Davidson Jean-Stanislas Denain Pablo Villalobos Guillem Bas OffRL VLM 24 26 0 12 Dec 2023
On Diversified Preferences of Large Language Model Alignment Dun Zeng Yong Dai Pengyu Cheng Longyue Wang Tianhao Hu Wanshun Chen Nan Du Zenglin Xu ALM 35 16 0 12 Dec 2023
Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming Younes Lakhnati Max Pascher Jens Gerken LLMAG LM&Ro 32 3 0 12 Dec 2023
Building Open-Ended Embodied Agent via Language-Policy Bidirectional Adaptation Shaopeng Zhai Jie Wang Tianyi Zhang Fuxian Huang Qi Zhang Ming Zhou Jing Hou Yu Qiao Yu Liu LLMAG LM&Ro 34 1 0 12 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 36 28 0 12 Dec 2023
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming Connor Lawless Jakob Schoeffer Lindy Le Kael Rowan Shilad Sen Cristina St. Hill Jina Suh Bahar Sarrafzadeh 38 8 0 12 Dec 2023
"What's important here?": Opportunities and Challenges of Using LLMs in Retrieving Information from Web Interfaces Faria Huq Jeffrey P. Bigham Nikolas Martelaro 25 7 0 11 Dec 2023
KwaiAgents: Generalized Information-seeking Agent System with Large Language Models Haojie Pan Zepeng Zhai Hao Yuan Yaojia Lv Ruiji Fu Ming Liu Zhongyuan Wang Bing Qin LLMAG RALM 18 10 0 08 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 32 10 0 08 Dec 2023
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem Yingqiang Ge Yujie Ren Wenyue Hua Shuyuan Xu Juntao Tan Yongfeng Zhang LLMAG 23 27 0 06 Dec 2023
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research Shiro Takagi 45 0 0 06 Dec 2023
Rethinking E-Commerce Search Haixun Wang Taesik Na 35 6 0 06 Dec 2023
ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference Tianchi Cai Xierui Song Jiyan Jiang Fei Teng Jinjie Gu Guannan Zhang ALM 8 4 0 05 Dec 2023
Explore, Select, Derive, and Recall: Augmenting LLM with Human-like Memory for Mobile Task Automation Sunjae Lee Junyoung Choi Jungjae Lee Munim Hasan Wasi Hojun Choi Steven Y. Ko Sangeun Oh Insik Shin RALM 34 24 0 04 Dec 2023
D-Bot: Database Diagnosis System using Large Language Models Xuanhe Zhou Guoliang Li Zhaoyan Sun Zhiyuan Liu Weize Chen Jianming Wu Jiesi Liu Ruohang Feng Guoyang Zeng LLMAG 57 14 0 03 Dec 2023
Nash Learning from Human Feedback Rémi Munos Michal Valko Daniele Calandriello M. G. Azar Mark Rowland ... Nikola Momchev Olivier Bachem D. Mankowitz Doina Precup Bilal Piot 31 125 0 01 Dec 2023
Griffon: Spelling out All Object Locations at Any Granularity with Large Language Models Yufei Zhan Yousong Zhu Zhiyang Chen Fan Yang E. Goles Jinqiao Wang ObjD 52 14 0 24 Nov 2023
PrivateLoRA For Efficient Privacy Preserving LLM Yiming Wang Yu Lin Xiaodong Zeng Guannan Zhang 45 11 0 23 Nov 2023
DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP Dongjun Jang Sangah Lee Sungjoo Byun Jinwoong Kim Jean Seo ... Soyeon Kim Chaeyoung Oh Jaeyoon Kim Hyemi Jo Hyopil Shin ALM 16 0 0 23 Nov 2023
GAIA: a benchmark for General AI Assistants Grégoire Mialon Clémentine Fourrier Craig Swift Thomas Wolf Yann LeCun Thomas Scialom AI4MH ALM ELM RALM 15 141 0 21 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 24 10 0 20 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 36 53 0 20 Nov 2023
Towards Robust Text Retrieval with Progressive Learning Tong Wu Yulei Qin Enwei Zhang Zihan Xu Yuting Gao Ke Li Xing Sun RALM VLM 52 1 0 20 Nov 2023
Behavior Optimized Image Generation Varun Khurana Yaman Kumar Singla J. Subramanian R. Shah Changyou Chen Zhiqiang Xu Balaji Krishnamurthy EGVM 8 4 0 18 Nov 2023
GEO: Generative Engine Optimization Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit A. Kalyan Karthik Narasimhan A. Deshpande 38 2 0 16 Nov 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 41 13 0 16 Nov 2023
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models Jiong Wang Junlin Wu Muhao Chen Yevgeniy Vorobeychik Chaowei Xiao AAML 21 12 0 16 Nov 2023
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM Zhilin Wang Yi Dong Jiaqi Zeng Virginia Adams Makesh Narsimhan Sreedhar ... Olivier Delalleau Jane Polak Scowcroft Neel Kant Aidan Swope Oleksii Kuchaiev 3DV 14 65 0 16 Nov 2023
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation Yikun Wang Rui Zheng Haoming Li Qi Zhang Tao Gui Fei Liu OffRL 25 3 0 15 Nov 2023
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values Jing Yao Xiaoyuan Yi Xiting Wang Yifan Gong Xing Xie 27 21 0 15 Nov 2023
Towards Evaluating AI Systems for Moral Status Using Self-Reports Ethan Perez Robert Long ELM 36 8 0 14 Nov 2023
Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game Pengyu Cheng Yifan Yang Jian Li Yong Dai Tianhao Hu Peixin Cao Nan Du Xiaolong Li 26 28 0 14 Nov 2023
LLatrieval: LLM-Verified Retrieval for Verifiable Generation Xiaonan Li Changtai Zhu Linyang Li Zhangyue Yin Tianxiang Sun Xipeng Qiu RALM 32 24 0 14 Nov 2023
Large Language Models are Zero Shot Hypothesis Proposers Biqing Qi Kaiyan Zhang Haoxiang Li Kai Tian Sihang Zeng Zhang-Ren Chen Bowen Zhou 24 27 0 10 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 107 0 09 Nov 2023
A Survey of Large Language Models Attribution Dongfang Li Zetian Sun Xinshuo Hu Zhenyu Liu Ziyang Chen Baotian Hu Aiguo Wu Min Zhang HILM 15 49 0 07 Nov 2023
Successor Features for Efficient Multisubject Controlled Text Generation Mengyao Cao Mehdi Fatemi Jackie Chi Kit Cheung Samira Shabanian BDL 26 0 0 03 Nov 2023
ProAgent: From Robotic Process Automation to Agentic Process Automation Yining Ye Xin Cong Shizuo Tian Jian Cao Hao Wang ... Heyang Yu Huadong Wang Yankai Lin Zhiyuan Liu Maosong Sun AI4CE 18 19 0 02 Nov 2023
The Alignment Ceiling: Objective Mismatch in Reinforcement Learning from Human Feedback Nathan Lambert Roberto Calandra ALM 18 31 0 31 Oct 2023
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game Zelai Xu Chao Yu Fei Fang Yu Wang Yi Wu LLMAG 29 78 0 29 Oct 2023
Personas as a Way to Model Truthfulness in Language Models Nitish Joshi Javier Rando Abulhair Saparov Najoung Kim He He HILM 20 27 0 27 Oct 2023
DUMA: a Dual-Mind Conversational Agent with Fast and Slow Thinking X. Tian Liangyu Chen Na Liu Yaxuan Liu Wei Zou Kaijiang Chen Ming Cui AI4CE LRM LLMAG 14 3 0 27 Oct 2023