Title
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning Zhenchao Tang Fang Wang Haohuai He Jiale Zhou Tianxu Lv ... Minghao Yang Y. Wang Jiayang Wu Yidong Song J. Yao CLL 362 0 0 26 Nov 2025
2D Representation for Unguided Single-View 3D Super-Resolution in Real-Time Ignasi Mas Ivan Huerta Ramon Morros Javier Ruiz-Hidalgo 3DV 108 0 0 11 Nov 2025
RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services Fei Zhao Chonggang Lu Haofu Qian Fangcheng Shi Zijie Meng ... Zheyong Xie Zheyu Ye Zhe Xu Yao Hu Shaosheng Cao ALM 135 0 0 10 Nov 2025
Kimi Linear: An Expressive, Efficient Attention Architecture Kimi Team Yu Zhang Zongyu Lin Xingcheng Yao J. Hu ... Guokun Lai Yuxin Wu Xinyu Zhou Zhilin Yang Yulun Du 88 2 0 30 Oct 2025
Global PIQA: Evaluating Physical Commonsense Reasoning Across 100+ Languages and Cultures T. Chang Catherine Arnett Abdelrahman Eldesokey Abdelrahman Sadallah Abeer Kashar ... Francesco Orabona Francesco Periti Gbenga Kayode Solomon Gia Nghia Ngo Gloria Udhehdhe-oze LRM ELM 112 1 0 28 Oct 2025
Knocking-Heads Attention Zhanchao Zhou Xiaodong Chen Haoxing Chen Zhenzhong Lan Jianguo Li 72 0 0 27 Oct 2025
A Survey on LLM Mid-Training Chengying Tu Xuemiao Zhang Rongxiang Weng Rumei Li Chen Zhang Yang Bai Hongfei Yan Jingang Wang Xunliang Cai OffRL LRM 185 0 0 27 Oct 2025
Estonian Native Large Language Model Benchmark Helena Grete Lillepalu Tanel Alumäe ELM 64 0 0 24 Oct 2025
DND: Boosting Large Language Models with Dynamic Nested Depth Tieyuan Chen Xiaodong Chen Haoxing Chen Zhenzhong Lan W. Lin Jianguo Li MoE 177 0 0 13 Oct 2025
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen ... Anningzhe Gao Prayag Tiwari Xiang Wan Feng Jiang Benyou Wang LM&MA 132 0 0 13 Oct 2025
ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning Jinyang Zhang Yue Fang Hongxin Ding Weibin Liao Muyang Ye Xu Chu Junfeng Zhao Yasha Wang CLL 91 0 0 11 Oct 2025
MaP: A Unified Framework for Reliable Evaluation of Pre-training Dynamics Jiapeng Wang Changxin Tian Kunlong Chen Ziqi Liu Jiaxin Mao Wayne Xin Zhao Zhiqiang Zhang Jun Zhou 72 0 0 10 Oct 2025
CDTP: A Large-Scale Chinese Data-Text Pair Dataset for Comprehensive Evaluation of Chinese LLMs Chengwei Wu Jiapu Wang Mingyang Gao Xingrui Zhuo Jipeng Guo ... Haoran Luo Tianyu Chen Haoyi Zhou Shirui Pan Zechao Li 84 0 0 07 Oct 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method Yuheng Li Jiechao Gao Wei Han Wenwen Ouyang Wei Zhu Hui Yi Leong OffRL AI4CE 194 1 0 06 Oct 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-Agent System Hui Yi Leong Yuheng Li Yuqing Wu Wenwen Ouyang Wei Zhu Jiechao Gao Wei Han LLMAG 222 1 0 02 Oct 2025
Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability Shojiro Yamabe Jun Sakuma AAML 80 0 0 01 Oct 2025
Mixture of Thoughts: Learning to Aggregate What Experts Think, Not Just What They Say Jacob Fein-Ashley Dhruv Parikh Rajgopal Kannan Viktor Prasanna MoE MoMe LRM 112 1 0 25 Sep 2025
Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns Xuemiao Zhang Can Ren Chengying Tu Rongxiang Weng Shuo Wang Hongfei Yan Jingang Wang Xunliang Cai LRM AI4CE 129 1 0 25 Sep 2025
TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? J. Park Jongyoon Song Minjin Choi Kyuho Heo Taehun Huh Ji Won Kim 52 0 0 24 Sep 2025
Citrus-V: Advancing Medical Foundation Models with Unified Medical Image Grounding for Clinical Reasoning Guoxin Wang Jun Zhao Xinyi Liu Yanbo Liu Xuyang Cao ... Zhuoyun Liu Qintian Sun Fangru Zhou Haoqiang Xing Zhenhong Yang LRM 126 1 0 23 Sep 2025
Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining Ping Guo Y. Ren Binbin Liu Fengze Liu Haobin Lin Yifan Zhang Bingni Zhang Taifeng Wang Yin Zheng 104 0 0 19 Sep 2025
Dynamic Adaptive Shared Experts with Grouped Multi-Head Attention Mixture of Experts Cheng Li Jiexiong Liu Yixuan Chen Jie ji MoE 58 0 0 05 Sep 2025
SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala Ashmari Pramodya Nirasha Nelki Heshan Shalinda Chamila Liyanage Yusuke Sakai Randil Pushpananda Ruvan Weerasinghe Hidetaka Kamigaito Taro Watanabe LRM 79 0 0 03 Sep 2025
LongCat-Flash Technical Report M-A-P Team Bayan Bei Li Bingye Lei Bo Wang ... Rongxiang Weng Ruichen Shao Rumei Li Shizhe Wu Shuai Liang MLLM MoE VLM 336 10 0 01 Sep 2025
DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Wei Huang Anda Cheng Zhao Zhang Yinggui Wang 56 0 0 01 Sep 2025
PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference Hao Zhang Mengsi Lyu Zhuo Chen Xingrun Xing Yulong Ao Yonghua Lin 323 1 0 29 Aug 2025
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Weiyun Wang Zhangwei Gao Lixin Gu Hengjun Pu Long Cui ... Bowen Zhou Kai Chen Yu Qiao Wenhai Wang Gen Luo MLLM LRM 214 182 0 25 Aug 2025
Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages Israel Abebe Azime Tadesse Destaw Belay Dietrich Klakow Philipp Slusallek Anshuman Chhabra 177 0 0 13 Aug 2025
Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning Xiaojun Wu Xiaoguang Jiang Xue Yang Jucai Zhai Dengfeng Liu ... Ninglun Gu Jin Yang Kailai Zhang Yelun Bao Jun Wang LRM 80 3 0 13 Aug 2025
Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts Haoyuan Wu Haoxing Chen Xiaodong Chen Zhanchao Zhou Tieyuan Chen ... Junbo Zhao Lin Liu Zhenzhong Lan Bei Yu Jianguo Li MoE 100 4 0 11 Aug 2025
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs Xiaodong Chen Mingming Ha Zhenzhong Lan Jing Zhang Jianguo Li MoE 82 0 0 07 Aug 2025
TASE: Token Awareness and Structured Evaluation for Multilingual Language Models Chenzhuo Zhao Xinda Wang Yue Huang Junting Lu Ziqian Liu LRM 75 1 0 07 Aug 2025
MyCulture: Exploring Malaysia's Diverse Culture under Low-Resource Language Constraints Zhong Ken Hew Jia Xin Low Sze Jue Yang Chee Seng Chan 41 1 0 07 Aug 2025
InqEduAgent: Adaptive AI Learning Partners with Gaussian Process Augmentation Tian-Fang Zhao Wen-Xi Yang Guan Liu Liang Yang Zi-Tao Liu Wei Chen 134 0 0 05 Aug 2025
AgentSME for Simulating Diverse Communication Modes in Smart Education Wen-Xi Yang Tian-Fang Zhao LLMAG 64 0 0 05 Aug 2025
Amber Pruner: Leveraging N:M Activation Sparsity for Efficient Prefill in Large Language Models Tai An Ruwu Cai Yanzhe Zhang Yang Liu Hao Chen Pengcheng Xie Sheng Chang Jing Lin Gongyi Wang MoE 96 1 0 04 Aug 2025
LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points Xuemiao Zhang Can Ren Chengying Tu Rongxiang Weng Hongfei Yan Jingang Wang Xunliang Cai 150 2 0 02 Aug 2025
Large-Scale Diverse Synthesis for Mid-Training Xuemiao Zhang Chengying Tu Can Ren Rongxiang Weng Hongfei Yan Jingang Wang Xunliang Cai SyDa 122 2 0 02 Aug 2025
Oedipus and the Sphinx: Benchmarking and Improving Visual Language Models for Complex Graphic Reasoning Jianyi Zhang Xu Ji Ziyin Zhou Yuchen Zhou Shubo Shi Haoyu Wu Zhen Li Shizhao Liu ReLM CoGe LRM VLM 125 1 0 01 Aug 2025
AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models Lian Yan Haotian Wang Chen Tang Haifeng Liu Tianyang Sun Liangliang Liu Y. Guan Jingchi Jiang ELM 115 2 0 29 Jul 2025
Kimi K2: Open Agentic Intelligence Kimi Team Yifan Bai Yiping Bao Guanduo Chen Jiahao Chen ... Qifeng Teng Chensi Wang Dinglu Wang Feng Wang Haiming Wang MoE VLM LRM 120 58 0 28 Jul 2025
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes Rui Jiao Yue Zhang Jinku Li LRM 149 0 0 25 Jul 2025
Innovator: Scientific Continued Pretraining with Fine-grained MoE Upcycling Ning Liao Xiaoxing Wang Zehao Lin Weiyang Guo Feng Hong ... Junchi Yan Zhiyu Li Feiyu Xiong Yanfeng Wang Linfeng Zhang CLL 171 0 0 24 Jul 2025
TELEVAL: A Dynamic Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios Zehan Li Hongjie Chen Yuxin Zhang Jing Zhou Xuening Wang ... Jian Kang Jie Li Yongxiang Li Zhongjiang He X. Li 147 1 0 24 Jul 2025
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training Changxin Tian Jiapeng Wang Qian Zhao Kunlong Chen Jia-Ling Liu Ziqi Liu Jiaxin Mao Wayne Xin Zhao Zhiqiang Zhang Jun Zhou MoMe CLL 180 4 0 23 Jul 2025
Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models Changxin Tian Kunlong Chen Jia-Ling Liu Ziqi Liu Zhiqiang Zhang Jun Zhou MoE 269 6 0 23 Jul 2025
ChiMed 2.0: Advancing Chinese Medical Dataset in Facilitating Large Language Modeling Yuanhe Tian Junjie Liu Zhizhou Kou Yuxiang Li Yan Song LM&MA 111 0 0 21 Jul 2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services Fei Zhao Chonggang Lu Yue Wang Zheyong Xie Ziyan Liu ... Jun Fan Xiaolong Jiang Weiting Liu Boyang Wang Shaosheng Cao ALM 165 0 0 13 Jul 2025
Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following AbilityAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yusuke Sakai Hidetaka Kamigaito Taro Watanabe LRM 187 2 0 18 Jun 2025
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling LawAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qiming Ge Shuhao Xing Songyang Gao Yunhua Zhou Yicheng Zou ... Zhi Chen Hang Yan Qi Zhang Q. Guo Kai Chen 154 0 0 16 Jun 2025

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CMMLU: Measuring massive multitask language understanding in Chinese

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