Title
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 116 1 0 05 Mar 2025
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction Huang Huang Fangchen Liu Letian Fu Tingfan Wu Mustafa Mukadam Jitendra Malik Ken Goldberg Pieter Abbeel LM&Ro VLM 184 10 0 05 Mar 2025
Implicit Bias in LLMs: A Survey Xinru Lin Luyang Li 101 3 0 04 Mar 2025
AugFL: Augmenting Federated Learning with Pretrained Models Sheng Yue Zerui Qin Yongheng Deng Ju Ren Yaoxue Zhang Junshan Zhang FedML 135 0 0 04 Mar 2025
Mamba base PKD for efficient knowledge compression José Medina Amnir Hadachi Paul Honeine Abdelaziz Bensrhair Mamba 79 0 0 03 Mar 2025
Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches Yifang Chen Xuyang Guo Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao Song 107 3 0 03 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 113 4 0 03 Mar 2025
AutoAdvExBench: Benchmarking autonomous exploitation of adversarial example defenses Nicholas Carlini Javier Rando Edoardo Debenedetti Milad Nasr F. Tramèr AAML ELM 92 3 0 03 Mar 2025
SampleMix: A Sample-wise Pre-training Data Mixing Strategey by Coordinating Data Quality and Diversity Xiangyu Xi Deyang Kong Jian Yang Jiawei Yang Zheyu Chen Wei Wang Jinqiao Wang Xunliang Cai Shikun Zhang Wei Ye 113 0 0 03 Mar 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction Liping Liu Chunhong Zhang Likang Wu Chuang Zhao Zheng Hu Ming He Jianping Fan LLMAG LRM 75 2 0 02 Mar 2025
From Vague Instructions to Task Plans: A Feedback-Driven HRC Task Planning Framework based on LLMs Afagh Mehri Shervedani Matthew R. Walter Milos Zefran 88 0 0 02 Mar 2025
ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer Omer Goldman Uri Shaham Dan Malkin Sivan Eiger Avinatan Hassidim ... Shruti Rijhwani Laura Rimell Idan Szpektor Reut Tsarfaty Matan Eyal 125 7 0 28 Feb 2025
Adaptive Keyframe Sampling for Long Video Understanding Xi Tang Jihao Qiu Lingxi Xie Yunjie Tian Jianbin Jiao Qixiang Ye 125 5 0 28 Feb 2025
RTGen: Real-Time Generative Detection Transformer Chi Ruan ObjD VLM 82 0 0 28 Feb 2025
ByteScale: Efficient Scaling of LLM Training with a 2048K Context Length on More Than 12,000 GPUs Hao Ge Junda Feng Qi Huang Fangcheng Fu Xiaonan Nie Lei Zuo Yanghua Peng Tengjiao Wang Xin Liu 104 2 0 28 Feb 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 109 0 0 27 Feb 2025
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework S M Sarwar AI4MH 77 1 0 27 Feb 2025
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 138 8 0 27 Feb 2025
AoECR: AI-ization of Elderly Care Robot Linkun Zhou Jian Li Yadong Mo Wei Wei Ying Zhang Shimin Wei 58 0 0 27 Feb 2025
Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models Yu He Boheng Li Lu Liu Zhongjie Ba Wei Dong Yiming Li Zhan Qin Kui Ren Chong Chen MIALM 183 3 0 26 Feb 2025
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs Jungsoo Park Junmo Kang Gabriel Stanovsky Alan Ritter 134 0 0 26 Feb 2025
A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMs Xuan Ding Rui Sun Yunjian Zhang Xiu Yan Yueqi Zhou Kaihao Huang Suzhong Fu Angelica I Aviles-Rivero Chuanlong Xie Yao Zhu 260 1 0 26 Feb 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering Teng Lin RALM 115 2 0 26 Feb 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee MinHyung Lee Shinbok Lee Gaeun Seo 192 1 0 26 Feb 2025
Binary Neural Networks for Large Language Model: A Survey Liangdong Liu Zhitong Zheng Cong Wang TianHuang Su ZhenYu Yang MQ 147 0 0 26 Feb 2025
Data-Efficient Multi-Agent Spatial Planning with LLMs Huangyuan Su Aaron Walsman Daniel Garces Sham Kakade Stephanie Gil LLMAG Presented at ResearchTrend Connect \| LLMAG on 28 Mar 2025 220 0 0 26 Feb 2025
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Ping Zhang Zhaorui Zhang Sheng Di Yao Xin Benben Liu 103 2 0 26 Feb 2025
FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge Nakyeong Yang Minsung Kim Seunghyun Yoon Joongbo Shin Kyomin Jung KELM MU 98 1 0 26 Feb 2025
Learning to Generate Structured Output with Schema Reinforcement Learning Yaojie Lu Haolun Li Xin Cong Zhong Zhang Yesai Wu Yankai Lin Zhiyuan Liu Fangming Liu Maosong Sun 107 1 0 26 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 130 3 0 25 Feb 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models Radu Marinescu D. Bhattacharjya Junkyu Lee T. Tchrakian Javier Carnerero-Cano Yufang Hou Elizabeth M. Daly Alessandra Pascale HILM LRM 83 0 0 25 Feb 2025
A Cooperative Multi-Agent Framework for Zero-Shot Named Entity Recognition Zihan Wang Ziqi Zhao Yougang Lyu Ziyang Chen Maarten de Rijke Zhaochun Ren 134 4 0 25 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 118 2 0 24 Feb 2025
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought Boxuan Zhang Ruqi Zhang LRM 76 3 0 24 Feb 2025
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models Weilan Wang Yu Mao Dongdong Tang Hongchao Du Nan Guan Chun Jason Xue MQ 126 2 0 24 Feb 2025
Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam Tianjin Huang Haotian Hu Zhenyu Zhang Gaojie Jin Xianrui Li ... Tianlong Chen Lu Liu Qingsong Wen Zhangyang Wang Shiwei Liu MQ 126 2 0 24 Feb 2025
Streaming Looking Ahead with Token-level Self-reward Han Zhang Ruixin Hong Dong Yu 76 2 0 24 Feb 2025
Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation Simin Chen Yiming Chen Zexin Li Yifan Jiang Zhongwei Wan ... Dezhi Ran Tianle Gu Haoyang Li Tao Xie Baishakhi Ray 99 6 0 23 Feb 2025
Navigation-GPT: A Robust and Adaptive Framework Utilizing Large Language Models for Navigation Applications Feng Ma Xiang Wang Chen Chen Xiao-bin Xu Xin-ping Yan 474 0 0 23 Feb 2025
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models Qianqi Yan Yue Fan Hongquan Li Shan Jiang Yang Zhao Xinze Guan Ching-Chen Kuo Xinze Wang VLM LRM 236 2 0 22 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 109 7 0 21 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 122 3 0 21 Feb 2025
PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System Yintao He Haiyu Mao Christina Giannoula Mohammad Sadrosadati Juan Gómez Luna Huawei Li Xiaowei Li Ying Wang O. Mutlu 91 8 0 21 Feb 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework Reza Averly Xia Ning 183 2 0 21 Feb 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models Yanming Liu Xinyue Peng Yuwei Zhang Xiaolan Ke Songhang Deng ... Sheng Cheng Xun Wang Yuxiang Cai Tianyu Du Xuhong Zhang 181 0 0 21 Feb 2025
Simplifying Formal Proof-Generating Models with ChatGPT and Basic Searching Techniques Sangjun Han Taeil Hur Youngmi Hur Kathy Sangkyung Lee Myungyoon Lee Hyojae Lim 501 0 0 20 Feb 2025
Stacking as Accelerated Gradient Descent Naman Agarwal Pranjal Awasthi Satyen Kale Eric Zhao ODL 135 3 0 20 Feb 2025
EvoP: Robust LLM Inference via Evolutionary Pruning Shangyu Wu Hongchao Du Ying Xiong Shuai Chen Tei-Wei Kuo Nan Guan Chun Jason Xue 102 1 0 19 Feb 2025
Q-STRUM Debate: Query-Driven Contrastive Summarization for Recommendation Comparison George Saad Scott Sanner 40 0 0 18 Feb 2025
Conditioning LLMs to Generate Code-Switched Text Maite Heredia Gorka Labaka Jeremy Barnes A. Soroa 44 1 0 18 Feb 2025