Title
Analyzable Chain-of-Musical-Thought Prompting for High-Fidelity Music Generation Max W. Y. Lam Yijin Xing Weiya You Jingcheng Wu Zongyu Yin ... T. Zhao Chien-Hung Liu Xuchen Song Yang Li Yahui Zhou LRM 56 2 0 25 Mar 2025
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models Dahyun Jung Seungyoon Lee Hyeonseok Moon Chanjun Park Heuiseok Lim AAML ALM ELM 50 0 0 25 Mar 2025
Language Model Uncertainty Quantification with Attention Chain Yinghao Li Rushi Qiang Lama Moukheiber Chao Zhang LRM 41 0 0 24 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 55 0 0 24 Mar 2025
Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM Codefuse Ling Team Wenting Cai Yuchen Cao C. Chen ... Wei Zhang Z. Zhang Hailin Zhao Xunjin Zheng Jun Zhou ALM MoE 49 0 0 22 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 40 0 0 22 Mar 2025
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Jian Zhang Z. Wang Haiping Zhu Jun Liu Qika Lin Erik Cambria LLMAG 78 0 0 21 Mar 2025
From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models Jinyi Liu Yan Zheng Rong Cheng Qiyu Wu Wei Guo ... Hebin Liang Yifu Yuan Hangyu Mao Fuzheng Zhang Jianye Hao LRM AI4CE 44 1 0 20 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 93 5 0 20 Mar 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners Yunzhi Yao Jizhan Fang Jia-Chen Gu N. Zhang Shumin Deng H. Chen Nanyun Peng KELM 54 1 0 20 Mar 2025
COPA: Comparing the Incomparable to Explore the Pareto Front Adrián Javaloy Antonio Vergari Isabel Valera 52 0 0 18 Mar 2025
Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM Yazeed Alnumay Alexandre Barbet Anna Bialas William Darling Shaan Desai ... Stephanie Howe Olivia Lasche Justin Lee Anirudh Shrinivason Jennifer Tracey 82 0 0 18 Mar 2025
Pensez: Less Data, Better Reasoning -- Rethinking French LLM Huy Hoang Ha ReLM LRM 55 1 0 17 Mar 2025
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective Dengyun Peng Yuhang Zhou Qiguang Chen Jinhao Liu Jingjing Chen L. Qin 47 0 0 17 Mar 2025
Code-Driven Inductive Synthesis: Enhancing Reasoning Abilities of Large Language Models with Sequences Kedi Chen Zhikai Lei Fan Zhang Yinqi Zhang Qin Chen Jie Zhou Liang He Qipeng Guo K. Chen Wei-na Zhang ELM LRM 49 0 0 17 Mar 2025
VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures Yoo Yeon Sung H. Kim Dan Zhang 55 1 0 16 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 78 0 0 15 Mar 2025
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity Jing Bi Junjia Guo Susan Liang Guangyu Sun Luchuan Song ... Jinxi He Jiarui Wu A. Vosoughi C. L. P. Chen Chenliang Xu LRM 62 1 0 14 Mar 2025
"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding Hyunbin Jin Je Won Yeom Seunghyun Bae Taesup Kim LRM ReLM 37 1 0 13 Mar 2025
Token Weighting for Long-Range Language Modeling Falko Helm Nico Daheim Iryna Gurevych 52 1 0 12 Mar 2025
Reinforcement Learning is all You Need Yongsheng Lian ReLM OffRL LRM 65 0 0 12 Mar 2025
Position-Aware Depth Decay Decoding ( $D^3$ ): Boosting Large Language Model Inference Efficiency Siqi Fan Xuezhi Fang Xingrun Xing Peng Han Shuo Shang Yequan Wang 46 0 0 11 Mar 2025
Hierarchical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM Yongqiang Yao Jingru Tan Kaihuan Liang Feizhao Zhang Yazhe Niu Jiahao Hu Ruihao Gong Dahua Lin Ningyi Xu 52 0 0 10 Mar 2025
AI-driven control of bioelectric signalling for real-time topological reorganization of cells Gonçalo Hora de Carvalho AI4CE 38 0 0 10 Mar 2025
Mitigating Memorization in LLMs using Activation Steering Manan Suri Nishit Anand Amisha Bhaskar LLMSV 45 2 0 08 Mar 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu Liang Lin LRM 52 1 0 08 Mar 2025
Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs Ling Team B. Zeng C. Huang Chao Zhang Changxin Tian ... Zhaoxin Huan Zujie Wen Zhenhang Sun Zhuoxuan Du Z. He MoE ALM 100 2 0 07 Mar 2025
Enhancing Reasoning with Collaboration and Memory Julie Michelman Nasrin Baratalipour Matthew Abueg LLMAG FedML 59 1 0 07 Mar 2025
MastermindEval: A Simple But Scalable Reasoning Benchmark Jonas Golde Patrick Haller Fabio Barth Alan Akbik LRM ReLM ELM 46 1 0 07 Mar 2025
Evaluating open-source Large Language Models for automated fact-checking Nicoló Fontana Francesco Corso Enrico Zuccolotto Francesco Pierri HILM 47 0 0 07 Mar 2025
Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination Simin Chen Pranav Pusarla Baishakhi Ray 63 0 0 06 Mar 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference Tianyu Cui Song-Jun Xu Artem Moskalev Shuwei Li Tommaso Mansi Mangal Prakash Rui Liao BDL 58 1 0 06 Mar 2025
Preserving Cultural Identity with Context-Aware Translation Through Multi-Agent AI Systems Mahfuz Ahmed Anik Abdur Rahman Azmine Toushik Wasi Md Manjurul Ahsan 47 1 0 05 Mar 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm Z. Li Yuhao Du Xiaoqi Jiao Yiwen Guo Yuege Feng Xiang Wan Anningzhe Gao Jinpeng Hu 53 0 0 04 Mar 2025
Large-Scale Data Selection for Instruction Tuning Hamish Ivison Muru Zhang Faeze Brahman Pang Wei Koh Pradeep Dasigi ALM 65 1 0 03 Mar 2025
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers Rin Ashizawa Yoichi Hirose Nozomu Yoshinari Kento Uchida Shinichi Shirakawa 53 0 0 03 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Y. Zhang Xiren Zhou MoE SyDa 68 18 0 03 Mar 2025
Toward Stable and Consistent Evaluation Results: A New Methodology for Base Model Evaluation Hongzhi Luan Changxin Tian Zhaoxin Huan Xiaolu Zhang Kunlong Chen Zhiqiang Zhang Jun Zhou 37 1 0 02 Mar 2025
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Kashun Shum Y. Huang Hongjian Zou Qi Ding Yixuan Liao X. Chen Qian Liu Junxian He 47 2 0 02 Mar 2025
Evaluating Polish linguistic and cultural competency in large language models Sławomir Dadas Małgorzata Grębowiec Michał Perełkiewicz Rafał Poświata ELM 39 1 0 02 Mar 2025
Efficiently Editing Mixture-of-Experts Models with Compressed Experts Y. He Yang Liu Chen Liang Hany Awadalla MoE 47 1 0 01 Mar 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 115 4 0 26 Feb 2025
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization Taishi Nakamura Takuya Akiba Kazuki Fujii Yusuke Oda Rio Yokota Jun Suzuki MoMe MoE 67 1 0 26 Feb 2025
Automatic Prompt Optimization via Heuristic Search: A Survey Wendi Cui Jiaxin Zhang Z. Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Sricharan Kumar 32 1 0 26 Feb 2025
CABS: Conflict-Aware and Balanced Sparsification for Enhancing Model Merging Zongzhen Yang Binhang Qi Hailong Sun Wenrui Long Ruobing Zhao Xiang Gao MoMe 48 0 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 81 3 0 26 Feb 2025
RefuteBench 2.0 -- Agentic Benchmark for Dynamic Evaluation of LLM Responses to Refutation Instruction Jianhao Yan Yun Luo Yue Zhang LLMAG 50 1 0 25 Feb 2025
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems Matthew Barker Andrew Bell Evan Thomas James Carr Thomas Andrews Umang Bhatt 80 1 0 25 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 77 3 0 24 Feb 2025
LightThinker: Thinking Step-by-Step Compression Jintian Zhang Yuqi Zhu Mengshu Sun Yujie Luo Shuofei Qiao Lun Du Da Zheng H. Chen N. Zhang LRM LLMAG 44 10 0 24 Feb 2025