Title
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Guohao Li Philip Torr Adel Bibi 66 1 0 26 Feb 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering Teng Lin RALM 68 2 0 26 Feb 2025
Controlled Diversity: Length-optimized Natural Language Generation Diana Marie Schenke Timo Baumann 49 0 0 26 Feb 2025
Self-rewarding correction for mathematical reasoning Wei Xiong Hanning Zhang Chenlu Ye Lichang Chen Nan Jiang Tong Zhang ReLM KELM LRM 80 10 0 26 Feb 2025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs Dayu Yang Tianyang Liu Daoan Zhang Antoine Simoulin Xiaoyi Liu ... Zhaopu Teng Xin Qian Grey Yang Jiebo Luo Julian McAuley ReLM OffRL LRM 91 4 0 26 Feb 2025
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment Jiaxin Deng Shiyao Wang Kuo Cai Lejian Ren Qigen Hu Weifeng Ding Qiang Luo Guorui Zhou 84 3 0 26 Feb 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors Jakub Macina Nico Daheim Ido Hakimi Manu Kapur Iryna Gurevych Mrinmaya Sachan ELM 73 1 0 26 Feb 2025
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective Jiawei Huang Bingcong Li Christoph Dann Niao He OffRL 85 0 0 26 Feb 2025
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction Jeesu Jung Chanjun Park Sangkeun Jung 79 0 0 26 Feb 2025
MathClean: A Benchmark for Synthetic Mathematical Data Cleaning Hao Liang Meiyi Qiang Heng Chang Zefeng He Yongzhen Guo Z. Zhu Wentao Zhang Bin Cui 51 0 0 26 Feb 2025
Language Models' Factuality Depends on the Language of Inquiry Tushar Aggarwal Kumar Tanmay Ayush Agrawal Kumar Ayush Hamid Palangi Paul Pu Liang HILM KELM 76 2 0 25 Feb 2025
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization Ru Wang Wei Huang Selena Song Haoyu Zhang Yusuke Iwasawa Y. Matsuo Jiaxian Guo OODD LRM 80 2 0 25 Feb 2025
Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training Yihang Yao Zhepeng Cen Miao Li William Jongwon Han Yuyou Zhang Emerson Liu Zuxin Liu Chuang Gan Ding Zhao ReLM LRM 82 0 0 25 Feb 2025
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment Tianze Wang Dongnan Gui Yifan Hu Shuhang Lin Linjun Zhang 40 0 0 25 Feb 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers Zhuocheng Zhang Yang Feng Min Zhang 65 1 0 25 Feb 2025
Larger or Smaller Reward Margins to Select Preferences for Alignment? Kexin Huang Junkang Wu Ziqian Chen Xue Wang Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He Xuben Wang 55 0 0 25 Feb 2025
Can LLMs Explain Themselves Counterfactually? Zahra Dehghanighobadi Asja Fischer Muhammad Bilal Zafar LRM 49 0 0 25 Feb 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Ziyi Wang SyDa 79 0 0 25 Feb 2025
Stackelberg Game Preference Optimization for Data-Efficient Alignment of Language Models Xu Chu Zhixin Zhang Tianyu Jia Yujie Jin 82 0 0 25 Feb 2025
Uncertainty Quantification in Retrieval Augmented Question Answering Laura Perez-Beltrachini Mirella Lapata RALM 53 0 0 25 Feb 2025
What is the Alignment Objective of GRPO? Milan Vojnovic Se-Young Yun 78 2 0 25 Feb 2025
Comparing Native and Non-native English Speakers' Behaviors in Collaborative Writing through Visual Analytics Yuexi Chen Yimin Xiao Kazi Tasnim Zinat Naomi Yamashita G. Gao Zhicheng Liu 64 1 0 25 Feb 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 115 0 0 25 Feb 2025
AMPO: Active Multi-Preference Optimization Taneesh Gupta Rahul Madhavan Xuchao Zhang Chetan Bansal Saravan Rajmohan 55 0 0 25 Feb 2025
Advantage-Guided Distillation for Preference Alignment in Small Language Models Shiping Gao Fanqi Wan Jiajian Guo Xiaojun Quan Qifan Wang ALM 60 0 0 25 Feb 2025
IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Agents Eric Xue Zeyi Huang Yuyang Ji Haohan Wang 91 1 0 25 Feb 2025
Scalable Best-of-N Selection for Large Language Models via Self-Certainty Zhewei Kang Xuandong Zhao Dawn Song LRM 78 2 0 25 Feb 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 59 1 0 24 Feb 2025
GuidedBench: Equipping Jailbreak Evaluation with Guidelines Ruixuan Huang Xunguang Wang Zongjie Li Daoyuan Wu Shuai Wang ALM ELM 66 0 0 24 Feb 2025
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs Giulio Zizzo Giandomenico Cornacchia Kieran Fraser Muhammad Zaid Hameed Ambrish Rawat Beat Buesser Mark Purcell Pin-Yu Chen P. Sattigeri Kush R. Varshney AAML 43 2 0 24 Feb 2025
Fully automatic extraction of morphological traits from the Web: utopia or reality? Diego Marcos Robert van de Vlasakker Ioannis Athanasiadis P. Bonnet Hervé Goëau Alexis Joly W. Daniel Kissling César Leblanc André S. J. van Proosdij Konstantinos P. Panousis 91 3 0 24 Feb 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 118 2 0 24 Feb 2025
Policy Learning with a Natural Language Action Space: A Causal Approach Bohan Zhang Yixin Wang Paramveer S. Dhillon CML 46 0 0 24 Feb 2025
RLTHF: Targeted Human Feedback for LLM Alignment Yifei Xu Tusher Chakraborty Emre Kıcıman Bibek Aryal Eduardo Rodrigues ... Rafael Padilha Leonardo Nunes Shobana Balakrishnan Songwu Lu Ranveer Chandra 121 1 0 24 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 67 0 0 24 Feb 2025
CHBench: A Chinese Dataset for Evaluating Health in Large Language Models Chenlu Guo Nuo Xu Yi-Ju Chang Yuan Wu AI4MH LM&MA 62 1 0 24 Feb 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility Martin Kuo Jingyang Zhang Jianyi Zhang Minxue Tang Louis DiValentin ... William Chen Amin Hass Tianlong Chen Yuxiao Chen Haoyang Li MU KELM 51 2 0 24 Feb 2025
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks Rylan Schaeffer Punit Singh Koura Binh Tang R. Subramanian Aaditya K. Singh ... Vedanuj Goswami Sergey Edunov Dieuwke Hupkes Sanmi Koyejo Sharan Narang ALM 71 0 0 24 Feb 2025
Post-edits Are Preferences Too Nathaniel Berger Stefan Riezler M. Exel Matthias Huck 53 0 0 24 Feb 2025
Hyperspherical Normalization for Scalable Deep Reinforcement Learning Hojoon Lee Youngdo Lee Takuma Seno Donghu Kim Peter Stone Jaegul Choo 70 1 0 24 Feb 2025
On the Robustness of Transformers against Context Hijacking for Linear Classification Tianle Li Chenyang Zhang Xingwu Chen Yuan Cao Difan Zou 79 1 0 24 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 74 2 0 24 Feb 2025
Scale-Free Graph-Language Models Jianglin Lu Yixuan Liu Yitian Zhang Y. Fu 73 1 0 24 Feb 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 70 0 0 24 Feb 2025
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought Boxuan Zhang Ruqi Zhang LRM 37 2 0 24 Feb 2025
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models Simeng Han Frank Palma Gomez Tu Vu Zefei Li Daniel Cer Hansi Zeng Chris Tar Arman Cohan Gustavo Hernández Ábrego 61 1 0 24 Feb 2025
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang Kun Shao OffRL 46 14 0 24 Feb 2025
Improving LLM General Preference Alignment via Optimistic Online Mirror Descent Yuheng Zhang Dian Yu Tao Ge Linfeng Song Zhichen Zeng Haitao Mi Nan Jiang Dong Yu 68 1 0 24 Feb 2025
Large Language Models and Mathematical Reasoning Failures Johan Boye Birger Moell ELM LRM 48 2 0 24 Feb 2025
Streaming Looking Ahead with Token-level Self-reward Han Zhang Ruixin Hong Dong Yu 49 1 0 24 Feb 2025