Title
MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models Xiaomin Li Mingye Gao Yuexing Hao Taoran Li Guangya Wan Zihan Wang Yijun Wang LM&MA ELM AI4MH 12 0 0 16 May 2025
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models Rei Higuchi Taiji Suzuki 36 0 0 12 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 72 1 0 05 May 2025
Aligning Language Models for Icelandic Legal Text Summarization Þórir Hrafn Harðarson Hrafn Loftsson Stefán Ólafsson AILaw AI4TS ELM 82 0 0 25 Apr 2025
Inference-Time Scaling for Generalist Reward Modeling Zijun Liu P. Wang Ran Xu Shirong Ma Chong Ruan Peng Li Yang Liu Y. Wu OffRL LRM 46 13 0 03 Apr 2025
Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning Kai Ye Hongyi Zhou Jin Zhu Francesco Quinzan C. Shi 32 1 0 03 Apr 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 Mar 2025
Single-pass Detection of Jailbreaking Input in Large Language Models Leyla Naz Candogan Yongtao Wu Elias Abad Rocamora Grigorios G. Chrysos V. Cevher AAML 51 0 0 24 Feb 2025
A Taxonomy of Linguistic Expressions That Contribute To Anthropomorphism of Language Technologies Alicia DeVrio Myra Cheng Lisa Egede Alexandra Olteanu Su Lin Blodgett 63 2 0 14 Feb 2025
Predictable Artificial Intelligence Lexin Zhou Pablo Antonio Moreno Casares Fernando Martínez-Plumed John Burden Ryan Burnell ... Seán Ó hÉigeartaigh Danaja Rutar Wout Schellaert Konstantinos Voudouris José Hernández-Orallo 51 2 0 08 Jan 2025
Utility-inspired Reward Transformations Improve Reinforcement Learning Training of Language Models Roberto-Rafael Maura-Rivero Chirag Nagpal Roma Patel Francesco Visin 46 1 0 08 Jan 2025
LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots Dongge Han Trevor A. McInroe Adam Jelley Stefano V. Albrecht Peter Bell Amos Storkey 61 11 0 31 Dec 2024
Diversity Helps Jailbreak Large Language Models Weiliang Zhao Daniel Ben-Levi Wei Hao Junfeng Yang Chengzhi Mao AAML 173 1 0 06 Nov 2024
On the Loss of Context-awareness in General Instruction Fine-tuning Yihan Wang Andrew Bai Nanyun Peng Cho-Jui Hsieh 121 1 0 05 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 49 3 0 24 Oct 2024
Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation Qizhang Li Xiaochen Yang W. Zuo Yiwen Guo AAML 68 0 0 15 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 51 2 0 05 Oct 2024
From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues Yu Li Devamanyu Hazarika Di Jin Julia Hirschberg Yang Liu 28 0 0 04 Oct 2024
TICKing All the Boxes: Generated Checklists Improve LLM Evaluation and Generation Jonathan Cook Tim Rocktaschel Jakob Foerster Dennis Aumiller Alex Wang ALM 37 10 0 04 Oct 2024
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 45 1 0 02 Oct 2024
Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Planner Chenyou Fan Chenjia Bai Zhao Shan Haoran He Yang Zhang Zhen Wang 33 3 0 30 Sep 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 56 6 0 05 Aug 2024
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias Waqar Hussain 43 0 0 16 Jul 2024
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing Huanqian Wang Yang Yue Rui Lu Jingxin Shi Andrew Zhao Shenzhi Wang Shiji Song Gao Huang LM&Ro KELM 53 6 0 11 Jul 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 50 7 0 26 Jun 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback Ju-Seung Byun Jiyun Chun Jihyung Kil Andrew Perrault ReLM LRM 39 1 0 25 Jun 2024
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs S. Kadhe Farhan Ahmed Dennis Wei Nathalie Baracaldo Inkit Padhi MoMe MU 28 7 0 17 Jun 2024
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF Taiming Lu Lingfeng Shen Xinyu Yang Weiting Tan Beidi Chen Huaxiu Yao 63 2 0 12 Jun 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 46 23 0 29 May 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models Chia-Yi Hsu Yu-Lin Tsai Chih-Hsun Lin Pin-Yu Chen Chia-Mu Yu Chun-ying Huang 49 34 0 27 May 2024
InstructPatentGPT: Training patent language models to follow instructions with human feedback Jieh-Sheng Lee ALM 49 6 0 25 May 2024
A social path to human-like artificial intelligence Edgar A. Duénez-Guzmán Suzanne Sadedin Jane X. Wang Kevin R. McKee Joel Z Leibo GNN 31 28 0 22 May 2024
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation JoonHo Lee Jae Oh Woo Juree Seok Parisa Hassanzadeh Wooseok Jang ... Hankyu Moon Wenjun Hu Yeong-Dae Kwon Taehee Lee Seungjai Min 47 2 0 10 May 2024
Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs Valeriia Cherepanova James Zou AAML 33 4 0 26 Apr 2024
Improving the Capabilities of Large Language Model Based Marketing Analytics Copilots With Semantic Search And Fine-Tuning Yilin Gao Arava Sai Kumar Yancheng Li James W. Snyder AI4MH 40 2 0 16 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 46 8 0 13 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 71 5 0 11 Apr 2024
Apprentices to Research Assistants: Advancing Research with Large Language Models M. Namvarpour A. Razi 40 3 0 09 Apr 2024
Binary Classifier Optimization for Large Language Model Alignment Seungjae Jung Gunsoo Han D. W. Nam Kyoung-Woon On 42 21 0 06 Apr 2024
Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack M. Russinovich Ahmed Salem Ronen Eldan 56 77 0 02 Apr 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension Lei Zhu Fangyun Wei Yanye Lu MLLM VLM 52 17 0 12 Mar 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 150 502 0 07 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 371 0 09 Feb 2024
Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF Banghua Zhu Michael I. Jordan Jiantao Jiao 31 25 0 29 Jan 2024
Reasons to Reject? Aligning Language Models with Judgments Weiwen Xu Deng Cai Zhisong Zhang Wai Lam Shuming Shi ALM 21 14 0 22 Dec 2023
Ophtha-LLaMA2: A Large Language Model for Ophthalmology Huan Zhao Qiang Ling Yi Pan Tianyang Zhong Jin-Yu Hu ... Zihao Wu Zheng Liu Xi Jiang Tianming Liu Yi Shao LM&MA 36 10 0 08 Dec 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 67 21 0 28 Nov 2023
GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives Vinodkumar Prabhakaran Christopher Homan Lora Aroyo Aida Mostafazadeh Davani Alicia Parrish Alex S. Taylor Mark Díaz Ding Wang Greg Serapio-García 39 9 0 09 Nov 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits 27 1 0 22 Oct 2023