Title
AceGPT, Localizing Large Language Models in Arabic Huang Huang Fei Yu Jianqing Zhu Xuening Sun Hao Cheng ... Lian Zhang Ruoyu Sun Xiang Wan Haizhou Li Jinchao Xu 17 48 0 21 Sep 2023
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset Lianmin Zheng Wei-Lin Chiang Ying Sheng Tianle Li Siyuan Zhuang ... Zi Lin Eric P. Xing Joseph E. Gonzalez Ion Stoica Haotong Zhang 22 173 0 21 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 25 14 0 20 Sep 2023
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data Guan-Bo Wang Sijie Cheng Xianyuan Zhan Xiangang Li Sen Song Yang Liu ALM 13 227 0 20 Sep 2023
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute Aleksandar Stanić Dylan R. Ashley Oleg Serikov Louis Kirsch Francesco Faccio Jürgen Schmidhuber Thomas Hofmann Imanol Schlag MoE 38 9 0 20 Sep 2023
Are Large Language Models Really Robust to Word-Level Perturbations? Haoyu Wang Guozheng Ma Cong Yu Ning Gui Linrui Zhang ... Sen Zhang Li Shen Xueqian Wang Peilin Zhao Dacheng Tao KELM 21 22 0 20 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 31 6 0 20 Sep 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 113 300 0 19 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Zenan Zhou Zhiying Wu ELM LRM 66 701 0 19 Sep 2023
Stabilizing RLHF through Advantage Model and Selective Rehearsal Baolin Peng Linfeng Song Ye Tian Lifeng Jin Haitao Mi Dong Yu 35 17 0 18 Sep 2023
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback Christopher Richardson Anirudh S. Sundar Larry Heck LRM 20 4 0 18 Sep 2023
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF Simeng Sun Dhawal Gupta Mohit Iyyer 19 17 0 16 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 18 3 0 15 Sep 2023
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions Federico Bianchi Mirac Suzgun Giuseppe Attanasio Paul Röttger Dan Jurafsky Tatsunori Hashimoto James Y. Zou ALM LM&MA LRM 12 176 0 14 Sep 2023
ChatGPT v Bard v Bing v Claude 2 v Aria v human-expert. How good are AI chatbots at scientific writing? Edisa Lozić Benjamin Štular 29 29 0 14 Sep 2023
VerilogEval: Evaluating Large Language Models for Verilog Code Generation Mingjie Liu N. Pinckney Brucek Khailany Haoxing Ren 29 146 0 14 Sep 2023
An Interactive Framework for Profiling News Media Sources Nikhil Mehta Dan Goldwasser 22 4 0 14 Sep 2023
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement Chenghao Li Dake Chen Yuke Zhang P. Beerel DiffM 33 7 0 13 Sep 2023
RAIN: Your Language Models Can Align Themselves without Finetuning Yuhui Li Fangyun Wei Jinjing Zhao Chao Zhang Hongyang R. Zhang SILM 31 106 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 37 76 0 13 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL Hao Sun Alihan Huyuk M. Schaar OffRL LRM 15 26 0 13 Sep 2023
Statistical Rejection Sampling Improves Preference Optimization Tianqi Liu Yao-Min Zhao Rishabh Joshi Misha Khalman Mohammad Saleh Peter J. Liu Jialu Liu 33 208 0 13 Sep 2023
Mitigating the Alignment Tax of RLHF Yong Lin Hangyu Lin Wei Xiong Shizhe Diao Zeming Zheng ... Han Zhao Nan Jiang Heng Ji Yuan Yao Tong Zhang MoMe CLL 24 63 0 12 Sep 2023
BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Wei Qi Leong Jian Gang Ngui Yosephine Susanto Hamsawardhini Rengarajan Kengatharaiyer Sarveswaran William-Chandra Tjhi 21 9 0 12 Sep 2023
Does Writing with Language Models Reduce Content Diversity? Vishakh Padmakumar He He 20 79 0 11 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 24 16 0 08 Sep 2023
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs Patrick Haller Ansar Aynetdinov A. Akbik 26 24 0 07 Sep 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget$ Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Xuying Meng ... LI DU Bowen Qin Zheng-Wei Zhang Aixin Sun Yequan Wang 55 21 0 07 Sep 2023
Everyone Deserves A Reward: Learning Customized Human Preferences Pengyu Cheng Jiawen Xie Ke Bai Yong Dai Nan Du 11 28 0 06 Sep 2023
Framework-Based Qualitative Analysis of Free Responses of Large Language Models: Algorithmic Fidelity A. Amirova T. Fteropoulli Nafiso Ahmed Martin R. Cowie Joel Z. Leibo 18 5 0 06 Sep 2023
Deep Reinforcement Learning from Hierarchical Preference Design Alexander Bukharin Yixiao Li Pengcheng He Tuo Zhao 17 0 0 06 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 18 29 0 05 Sep 2023
INTAGS: Interactive Agent-Guided Simulation Song Wei Andrea Coletta Svitlana Vyetrenko T. Balch 11 1 0 04 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 41 519 0 03 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 19 0 0 02 Sep 2023
Efficient RLHF: Reducing the Memory Usage of PPO Michael Santacroce Yadong Lu Han Yu Yuan-Fang Li Yelong Shen 27 27 0 01 Sep 2023
Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence Daniel Scalena Gabriele Sarti Malvina Nissim Elisabetta Fersini 11 0 0 01 Sep 2023
Baseline Defenses for Adversarial Attacks Against Aligned Language Models Neel Jain Avi Schwarzschild Yuxin Wen Gowthami Somepalli John Kirchenbauer Ping Yeh-Chiang Micah Goldblum Aniruddha Saha Jonas Geiping Tom Goldstein AAML 31 336 0 01 Sep 2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Xiangru Tang Bill Qian Rick Gao Jiakang Chen Xinyun Chen Mark B. Gerstein 21 11 0 31 Aug 2023
Science Communications for Explainable Artificial Intelligence Simon Hudson Matija Franklin 17 0 0 31 Aug 2023
Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations Kilichbek Haydarov Xiaoqian Shen Avinash Madasu Mahmoud Salem Jia Li Gamaleldin F. Elsayed Mohamed Elhoseiny 31 4 0 30 Aug 2023
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models Neha Sengupta Sunil Kumar Sahu Bokang Jia Satheesh Katipomu Haonan Li ... A. Jackson Hector Xuguang Ren Preslav Nakov Timothy Baldwin Eric P. Xing LRM 16 40 0 30 Aug 2023
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models Hritik Bansal John Dang Aditya Grover ALM 22 20 0 30 Aug 2023
Reinforcement Learning for Generative AI: A Survey Yuanjiang Cao Quan.Z Sheng Julian McAuley Lina Yao SyDa 42 10 0 28 Aug 2023
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content Charles OÑeill Jack Miller I. Ciucă Y. Ting 丁 Thang Bui 17 3 0 26 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 31 76 0 24 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 14 42 0 23 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 21 532 0 21 Aug 2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models Zixing Zhang Liyizhe Peng Tao Pang Jing Han Huan Zhao Bjorn W. Schuller 32 12 0 21 Aug 2023
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator Chuyi Kong Yaxin Fan Xiang Wan Feng Jiang Benyou Wang 30 5 0 21 Aug 2023