Title
Suboptimal Shapley Value Explanations Xiaolei Lu FAtt 97 0 0 17 Feb 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning Yilei Tu Andrew Xue Freda Shi 92 0 0 17 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 130 7 0 17 Feb 2025
Energy-Conscious LLM Decoding: Impact of Text Generation Strategies on GPU Energy Consumption Alireza Nik Michael A. Riegler Pål Halvorsen 100 1 0 17 Feb 2025
Towards Reasoning Ability of Small Language Models Gaurav Srivastava Shuxiang Cao Xuan Wang ReLM LRM 151 11 0 17 Feb 2025
AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng Zhiyuan Huang Zhenghai Xue Xinrun Wang Bo An Shuicheng Yan 233 20 0 17 Feb 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 108 9 0 17 Feb 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao LLMAG CLL LRM 142 22 0 17 Feb 2025
HedgeAgents: A Balanced-aware Multi-agent Financial Trading System Xiangyu Li Yawen Zeng Xiaofen Xing Jin Xu Xiangmin Xu AIFin 197 3 0 17 Feb 2025
AI-generated Text Detection with a GLTR-based Approach Lucía Yan Wu Isabel Segura-Bedmar DeLMO 134 0 0 17 Feb 2025
What Are They Filtering Out? A Survey of Filtering Strategies for Harm Reduction in Pretraining Datasets Marco Antonio Stranisci Christian Hardmeier 165 1 0 17 Feb 2025
Understanding Silent Data Corruption in LLM Training Jeffrey Ma Hengzhi Pei Leonard Lausen George Karypis 83 0 0 17 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 211 0 0 16 Feb 2025
The Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval Ting-Rui Chiang Dani Yogatama 62 0 0 16 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jimeng Sun Jiawei Han RALM 233 4 0 16 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 138 2 0 16 Feb 2025
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis Xueshen Li Xinlong Hou Ziyi Huang Yu Gan LM&MA MedIm 98 0 0 15 Feb 2025
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages Shreyan Biswas Alexander Erlei U. Gadiraju 169 4 0 13 Feb 2025
AuPair: Golden Example Pairs for Code Repair Aditi Mavalankar Hassan Mansoor Zita Marinho Masha Samsikova Tom Schaul KELM LRM 384 0 0 12 Feb 2025
LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search Yang Gao Hong Yang Y. Chen Junxian Wu Peng Zhang Haishuai Wang 91 1 0 12 Feb 2025
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Jiangbo Shi Chen Li Tieliang Gong Yefeng Zheng Huazhu Fu VLM 187 12 0 12 Feb 2025
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks Xin Zhou Martin Weyssow Ratnadira Widyasari Ting Zhang Junda He Yunbo Lyu Jianming Chang Beiqi Zhang Dan Huang David Lo PILM 633 6 0 10 Feb 2025
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining Daouda Sow Herbert Woisetschläger Saikiran Bulusu Shiqiang Wang Hans-Arno Jacobsen Yingbin Liang 148 6 0 10 Feb 2025
MixLLM: Dynamic Routing in Mixed Large Language Models Xinyuan Wang Yanchi Liu Wei Cheng Xujiang Zhao Zhe Chen Wenchao Yu Yanjie Fu Haifeng Chen 143 6 0 09 Feb 2025
Effective Black-Box Multi-Faceted Attacks Breach Vision Large Language Model Guardrails Yijun Yang L. Wang Xiao Yang Lanqing Hong Jun Zhu AAML 77 0 0 09 Feb 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations Ne Luo Aryo Pradipta Gema Xuanli He Emile van Krieken Pietro Lesci Pasquale Minervini LLMAG 156 2 0 09 Feb 2025
Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following Vivek Myers Bill Chunyuan Zheng Anca Dragan Kuan Fang Sergey Levine 208 1 0 08 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 139 0 0 07 Feb 2025
Importance Sampling via Score-based Generative Models Heasung Kim Taekyun Lee Hyeji Kim Gustavo de Veciana MedIm DiffM 210 0 0 07 Feb 2025
Decoder-Only LLMs are Better Controllers for Diffusion Models Ziyi Dong Yao Xiao Pengxu Wei Liang Lin DiffM 216 0 0 06 Feb 2025
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller LRM 111 0 0 05 Feb 2025
Can LLMs Maintain Fundamental Abilities under KV Cache Compression? Xiang Liu Zhenheng Tang Hong Chen Peijie Dong Zeyu Li Xiuze Zhou Bo Li Xuming Hu Xiaowen Chu 489 7 0 04 Feb 2025
Anticipate & Act : Integrating LLMs and Classical Planning for Efficient Task Execution in Household Environments Raghav Arora Shivam Singh Karthik Swaminathan Ahana Datta Snehasis Banerjee Brojeshwar Bhowmick Krishna Murthy Jatavallabhula Mohan Sridharan M. Krishna LLMAG 122 11 0 04 Feb 2025
Latent Thought Models with Variational Bayes Inference-Time Computation Deqian Kong Minglu Zhao Dehong Xu Bo Pang Shu Wang ... Zhangzhang Si Chuan Li Jianwen Xie Sirui Xie Ying Nian Wu VLM LRM BDL 145 10 0 03 Feb 2025
Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning Yuxuan Wu Hideki Nakayama NAI 93 1 0 02 Feb 2025
A statistically consistent measure of semantic uncertainty using Language Models Yi Liu 137 0 0 01 Feb 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 182 82 0 28 Jan 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning Yanfang Zhang Yiliu Sun Yibing Zhan Dapeng Tao Dacheng Tao Chen Gong LRM AI4CE LLMAG 171 2 0 28 Jan 2025
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting Fanpu Cao Shu Yang Zhengjian Chen Ye Liu Laizhong Cui AI4TS 84 0 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 257 177 0 28 Jan 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy Tunazzina Islam Dan Goldwasser 190 3 0 28 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 243 13 0 28 Jan 2025
Audio-Language Models for Audio-Centric Tasks: A survey Yi Su Jisheng Bai Qisheng Xu Kele Xu Yong Dou AuLLM 175 4 0 28 Jan 2025
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis Robinson Umeike N. Getty Fangfang Xia Rick L. Stevens 54 3 0 28 Jan 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing Zeping Yu Sophia Ananiadou KELM 123 3 0 24 Jan 2025
ReasVQA: Advancing VideoQA with Imperfect Reasoning Process Jianxin Liang Xiaojun Meng Huishuai Zhang Yijiao Wang Jiansheng Wei Dongyan Zhao LRM 77 2 0 23 Jan 2025
Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbols John Joon Young Chung Melissa Roemmele Max Kreminski VGen 129 0 0 23 Jan 2025
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Xiahua Wei Naveen Kumar Han Zhang 135 8 0 22 Jan 2025
Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration Thomas Walshe S. Moon Chunyang Xiao Yawwani Gunawardana Fran Silavong 131 4 0 21 Jan 2025
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition Hamid Nasiri Peter Garraghan 75 2 0 21 Jan 2025