Title
Directly Fine-Tuning Diffusion Models on Differentiable Rewards Amita Gajewar Paul Vicol G. Bansal David J Fleet 30 150 0 29 Sep 2023
LoRA ensembles for large language model fine-tuning Xi Wang Laurence Aitchison Maja Rudolph UQCV 37 35 0 29 Sep 2023
Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models Jinmeng Rao Song Gao Gengchen Mai Joanna M. Wardlaw 37 20 0 29 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 108 1,622 0 28 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its Challenges Emanuele La Malfa Aleksandar Petrov Simon Frieder Christoph Weinhuber Ryan Burnell Raza Nazar Anthony Cohn Nigel Shadbolt Michael Wooldridge ALM ELM 35 3 0 28 Sep 2023
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints Chaoqi Wang Yibo Jiang Yuguang Yang Han Liu Yuxin Chen 42 82 0 28 Sep 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 42 21 0 28 Sep 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 26 24 0 26 Sep 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 29 179 0 26 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF Zhiqing Sun Sheng Shen Shengcao Cao Haotian Liu Chunyuan Li ... Liangyan Gui Yu-xiong Wang Yiming Yang Kurt Keutzer Trevor Darrell VLM 52 324 0 25 Sep 2023
Identifying the Risks of LM Agents with an LM-Emulated Sandbox Yangjun Ruan Honghua Dong Andrew Wang Silviu Pitis Yongchao Zhou Jimmy Ba Yann Dubois Chris J. Maddison Tatsunori Hashimoto LLMAG ELM 25 98 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 41 159 0 25 Sep 2023
Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers Tuhin Chakrabarty Vishakh Padmakumar Faeze Brahman Smaranda Muresan 60 37 0 22 Sep 2023
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 32 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 38 181 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 30 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 27 233 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 48 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 31 22 0 20 Sep 2023
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates Haopeng Zhang Hayate Iso Sairam Gurajada Nikita Bhutani 46 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 119 309 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 77 712 0 19 Sep 2023
Stabilizing RLHF through Advantage Model and Selective Rehearsal Baolin Peng Linfeng Song Ye Tian Lifeng Jin Haitao Mi Dong Yu 40 17 0 18 Sep 2023
SYNDICOM: Improving Conversational Commonsense with Error-Injection and Natural Language Feedback Christopher Richardson Anirudh S. Sundar Larry Heck LRM 30 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 29 17 0 16 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 31 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 Zou ALM LM&MA LRM 34 183 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 42 30 0 14 Sep 2023
VerilogEval: Evaluating Large Language Models for Verilog Code Generation Mingjie Liu N. Pinckney Brucek Khailany Haoxing Ren 29 157 0 14 Sep 2023
An Interactive Framework for Profiling News Media Sources Nikhil Mehta Dan Goldwasser 27 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 Peter A. Beerel DiffM 41 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 44 108 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 53 77 0 13 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL Hao Sun Alihan Huyuk M. Schaar OffRL LRM 23 28 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 66 215 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 34 69 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 29 9 0 12 Sep 2023
Does Writing with Language Models Reduce Content Diversity? Vishakh Padmakumar He He 50 83 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 34 17 0 08 Sep 2023
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs Patrick Haller Ansar Aynetdinov Alan Akbik 38 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 60 22 0 07 Sep 2023
Everyone Deserves A Reward: Learning Customized Human Preferences Pengyu Cheng Jiawen Xie Ke Bai Yong Dai Nan Du 19 30 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 26 5 0 06 Sep 2023
Deep Reinforcement Learning from Hierarchical Preference Design Alexander Bukharin Yixiao Li Pengcheng He Tuo Zhao 25 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 39 30 0 05 Sep 2023
INTAGS: Interactive Agent-Guided Simulation Song Wei Andrea Coletta Svitlana Vyetrenko T. Balch 24 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 Anh Tuan Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 53 523 0 03 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 32 0 0 02 Sep 2023
Efficient RLHF: Reducing the Memory Usage of PPO Michael Santacroce Yadong Lu Han Yu Yuan-Fang Li Yelong Shen 35 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 34 0 0 01 Sep 2023