Title
Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment Xueyao Zhang Y. Wang Chaoren Wang Z. Li Zhuo Chen Zhizheng Wu 46 0 0 07 May 2025
Scaling Laws For Scalable Oversight Joshua Engels David D. Baek Subhash Kantamneni Max Tegmark ELM 70 0 0 25 Apr 2025
Redefining Superalignment: From Weak-to-Strong Alignment to Human-AI Co-Alignment to Sustainable Symbiotic Society Feifei Zhao Y. Wang Enmeng Lu Dongcheng Zhao Bing Han ... Chao Liu Yaodong Yang Yi Zeng Boyuan Chen Jinyu Fan 80 0 0 24 Apr 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 87 0 0 23 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
Is Your Video Language Model a Reliable Judge? M. Liu Wensheng Zhang 56 1 0 07 Mar 2025
PEO: Improving Bi-Factorial Preference Alignment with Post-Training Policy Extrapolation Yuxuan Liu 35 0 0 03 Mar 2025
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs Andreas Opedal Haruki Shirakami Bernhard Schölkopf Abulhair Saparov Mrinmaya Sachan LRM 54 1 0 17 Feb 2025
Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao Geyang Guo Xingxing Zhang Nancy F. Chen Shafiq R. Joty Furu Wei LRM 99 8 0 17 Feb 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges Nayoung Lee Ziyang Cai Avi Schwarzschild Kangwook Lee Dimitris Papailiopoulos ReLM VLM LRM AI4CE 70 4 0 03 Feb 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 81 6 0 24 Jan 2025
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation Weilong Dong Xinwei Wu Renren Jin Shaoyang Xu Deyi Xiong 49 6 0 31 Dec 2024
Neural Interactive Proofs Lewis Hammond Sam Adam-Day AAML 84 2 0 12 Dec 2024
Weak-to-Strong Generalization Through the Data-Centric Lens Changho Shin John Cooper Frederic Sala 75 5 0 05 Dec 2024
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 71 0 0 12 Nov 2024
Guiding Through Complexity: What Makes Good Supervision for Hard Math Reasoning Tasks? Xuan He Da Yin Nanyun Peng LRM 33 0 0 27 Oct 2024
Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model Wenhong Zhu Zhiwei He Xiaofeng Wang Pengfei Liu Rui Wang OSLM 47 3 0 24 Oct 2024
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws M. E. Ildiz Halil Alperen Gozeten Ege Onur Taga Marco Mondelli Samet Oymak 46 2 0 24 Oct 2024
MiniPLM: Knowledge Distillation for Pre-Training Language Models Yuxian Gu Hao Zhou Fandong Meng Jie Zhou Minlie Huang 60 5 0 22 Oct 2024
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning Ruimeng Ye Yang Xiao Bo Hui ALM ELM OffRL 27 2 0 16 Oct 2024
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment Yuancheng Xu Udari Madhushani Sehwag Alec Koppel Sicheng Zhu Bang An Furong Huang Sumitra Ganesh 52 5 0 10 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Yuxin Xiao Shujian Zhang Wenxuan Zhou Marzyeh Ghassemi Sanqiang Zhao 47 0 0 07 Oct 2024
Provable Weak-to-Strong Generalization via Benign Overfitting David X. Wu A. Sahai 55 6 0 06 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking Danqing Wang Jianxin Ma Fei Fang Lei Li LLMAG LRM 59 0 0 02 Oct 2024
Your Weak LLM is Secretly a Strong Teacher for Alignment Leitian Tao Yixuan Li 84 5 0 13 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 37 11 0 11 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 56 23 0 10 Sep 2024
Agentic Society: Merging skeleton from real world and texture from Large Language Model Yuqi Bai Kun Sun Huishi Yin 26 1 0 02 Sep 2024
ConsistencyTrack: A Robust Multi-Object Tracker with a Generation Strategy of Consistency Model Lifan Jiang Zhihui Wang Siqi Yin Guangxiao Ma Peng Zhang Boxi Wu DiffM 51 0 0 28 Aug 2024
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data Chenglong Wang Yang Gan Yifu Huo Yongyu Mu Murun Yang ... Chunliang Zhang Tongran Liu Quan Du Di Yang Jingbo Zhu VLM 59 4 0 22 Aug 2024
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge Tianhao Wu Weizhe Yuan O. Yu. Golovneva Jing Xu Yuandong Tian Jiantao Jiao Jason Weston Sainbayar Sukhbaatar ALM KELM LRM 44 71 0 28 Jul 2024
Towards shutdownable agents via stochastic choice Elliott Thornley Alexander Roman Christos Ziakas Leyton Ho Louis Thomson 25 0 0 30 Jun 2024
Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li Yifan Wang A. Grama Ruqi Zhang Ruqi Zhang AI4TS 47 8 0 24 Jun 2024
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization Wenkai Yang Shiqi Shen Guangyao Shen Zhi Gong Yankai Lin Zhi Gong Yankai Lin Ji-Rong Wen 47 13 0 17 Jun 2024
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning Jifan Zhang Lalit P. Jain Yang Guo Jiayi Chen Kuan Lok Zhou ... Scott Sievert Timothy Rogers Kevin Jamieson Robert Mankoff Robert Nowak 29 5 0 15 Jun 2024
Stress-Testing Capability Elicitation With Password-Locked Models Ryan Greenblatt Fabien Roger Dmitrii Krasheninnikov David M. Krueger 30 12 0 29 May 2024
$$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning$ $\textit{Trans-LoRA}$ : towards data-free Transferable Parameter Efficient Finetuning Runqian Wang Soumya Ghosh David D. Cox Diego Antognini Aude Oliva Rogerio Feris Leonid Karlinsky 30 1 0 27 May 2024
Theoretical Analysis of Weak-to-Strong Generalization Hunter Lang David Sontag Aravindan Vijayaraghavan 19 19 0 25 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
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 46 21 0 22 Apr 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning Pengyu Cheng Tianhao Hu Han Xu Zhisong Zhang Yong Dai Lei Han Nan Du Nan Du Xiaolong Li SyDa LRM ReLM 84 28 0 16 Apr 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 24 4 0 12 Feb 2024
Scheming AIs: Will AIs fake alignment during training in order to get power? Joe Carlsmith 53 30 0 14 Nov 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 34 3 0 08 Aug 2023
Exploring The Landscape of Distributional Robustness for Question Answering Models Anas Awadalla Mitchell Wortsman Gabriel Ilharco Sewon Min Ian H. Magnusson Hannaneh Hajishirzi Ludwig Schmidt ELM OOD KELM 68 19 0 22 Oct 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 225 495 0 28 Sep 2022
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation Ziquan Liu Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Rong Jin Xiangyang Ji Antoni B. Chan OOD 27 14 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Diversify and Disambiguate: Learning From Underspecified Data Yoonho Lee Huaxiu Yao Chelsea Finn 203 64 0 07 Feb 2022
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 164 89 0 02 Dec 2021