Title
MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering Vinay K. Verma S. Kulkarni Happy Mittal D. Gupta MoE 53 0 0 08 Mar 2025
Similarity-Based Domain Adaptation with LLMs Jie He Wendi Zhou Xiang Li Jeff Z. Pan 44 0 0 07 Mar 2025
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference Grace Proebsting Adam Poliak 45 0 0 06 Mar 2025
HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs Shujie Li Yuxia Wu Chuan Shi Yuan Fang 39 0 0 05 Mar 2025
Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders Souvika Sarkar M. Hasan S. Karmaker 39 0 0 04 Mar 2025
In-context Learning vs. Instruction Tuning: The Case of Small and Multilingual Language Models David Ponce Thierry Etchegoyhen 65 1 0 03 Mar 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning Wenshuai Huo Xiaocheng Feng Yichong Huang Chengpeng Fu Baohang Li ... Dandan Tu Duyu Tang Yunfei Lu Hui Wang Bing Qin 55 0 0 03 Mar 2025
Set-Theoretic Compositionality of Sentence Embeddings Naman Bansal Yash Mahajan Sanjeev Kumar Sinha S. Karmaker CoGe 67 0 0 28 Feb 2025
AoECR: AI-ization of Elderly Care Robot Linkun Zhou Jian Li Yadong Mo X. Zhang Ying Zhang Shimin Wei 39 0 0 27 Feb 2025
FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark Zhangdie Yuan Zifeng Ding Andreas Vlachos AI4TS 77 0 0 27 Feb 2025
SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation Junlong Ren Hao Wu Hui Xiong H. Wang 63 0 0 26 Feb 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 94 0 0 25 Feb 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference Zhuo Chen Xinyu Wang Yong-feng Jiang Zhen Zhang Xinyu Geng Pengjun Xie Fei Huang Kewei Tu 98 0 0 25 Feb 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models Anirudh Sundar Sinead Williamson Katherine Metcalf B. Theobald Skyler Seto Masha Fedzechkina LLMSV 77 0 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 66 0 0 24 Feb 2025
Tokenization is Sensitive to Language Variation Anna Wegmann Dong Nguyen David Jurgens 75 1 0 24 Feb 2025
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack Chenxi Dai Lin Lu Pan Zhou 42 0 0 22 Feb 2025
Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita Chanakya Ekbote Liu Ziyin Paul Pu Liang 45 1 0 22 Feb 2025
MedForge: Building Medical Foundation Models Like Open Source Software Development Zheling Tan Kexin Ding Jin Gao Mu Zhou Dimitris N. Metaxas Shaoting Zhang Dequan Wang AI4CE 45 1 0 22 Feb 2025
CVE-LLM : Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models Rikhiya Ghosh H. V. Stockhausen Martin Schmitt George Marica Vasile Sanjeev Kumar Karn Oladimeji Farri 30 1 0 21 Feb 2025
Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Ranjan Sapkota Shaina Raza Manoj Karkee 40 4 0 21 Feb 2025
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models L. Arras Bruno Puri Patrick Kahardipraja Sebastian Lapuschkin Wojciech Samek 35 0 0 21 Feb 2025
Multilingual Language Model Pretraining using Machine-translated Data Jiayi Wang Yao Lu Maurice Weber Max Ryabinin David Ifeoluwa Adelani Yihong Chen Raphael Tang Pontus Stenetorp LRM 73 2 0 20 Feb 2025
Talking About the Assumption in the Room Ramaravind Kommiya Mothilal Faisal M. Lalani Syed Ishtiaque Ahmed Shion Guha Sharifa Sultana 56 0 0 20 Feb 2025
Multilingual Non-Factoid Question Answering with Answer Paragraph Selection Ritwik Mishra Sreeram Vennam R. Shah Ponnurangam Kumaraguru 93 0 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 32 1 0 19 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search Yifan Ji Zhipeng Xu Zhenghao Liu Yukun Yan S. Yu Y. Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 56 0 0 18 Feb 2025
Factual Inconsistency in Data-to-Text Generation Scales Exponentially with LLM Size: A Statistical Validation Joy Mahapatra Soumyajit Roy Utpal Garain HILM ALM 75 0 0 17 Feb 2025
User Profile with Large Language Models: Construction, Updating, and Benchmarking Nusrat Jahan Prottasha Md. Kowsher Hafijur Raman Israt Jahan Anny Prakash Bhat Ivan Garibay O. Garibay 34 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 103 4 0 13 Feb 2025
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information Ruichao Yang Jing Ma Wei Gao Hongzhan Lin 63 0 0 13 Feb 2025
Matina: A Large-Scale 73B Token Persian Text Corpus Sara Bourbour Hosseinbeigi Fatemeh Taherinezhad Heshaam Faili Hamed Baghbani Fatemeh Nadi Mostafa Amiri 71 0 0 13 Feb 2025
EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models Xingrun Xing Zheng Liu Shitao Xiao Boyan Gao Yiming Liang Wanpeng Zhang Haokun Lin Guoqi Li Jiajun Zhang LRM 56 1 0 10 Feb 2025
Automated Consistency Analysis of LLMs Aditya Patwardhan Vivek Vaidya Ashish Kundu 50 0 0 10 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 64 1 0 09 Feb 2025
Evaluating Vision-Language Models for Emotion Recognition Sree Bhattacharyya James Z. Wang VLM 53 0 0 08 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 56 0 0 07 Feb 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data Ankur Sinha Chaitanya Agarwal P. Malo AIFin 42 0 0 04 Feb 2025
LAST SToP For Modeling Asynchronous Time Series Shubham Gupta Thibaut Durand Graham Taylor Lilian W. Białokozowicz AI4TS 42 0 0 04 Feb 2025
CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models Guanduo Chen Yutong He Yipeng Hu Kun Yuan Binhang Yuan 41 0 0 03 Feb 2025
Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction Kritarth Prasad Mohammadi Zaki Pratik Rakesh Singh Pankaj Wasnik 31 0 0 28 Jan 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 51 64 0 28 Jan 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy Tunazzina Islam Dan Goldwasser 79 2 0 28 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 7 0 23 Jan 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 47 0 0 22 Jan 2025
NExtLong: Toward Effective Long-Context Training without Long Documents Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 64 1 0 22 Jan 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science Kaiyuan Tian Linbo Qiao Baihui Liu Gongqingjian Jiang Dongsheng Li 31 0 0 21 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 95 17 0 17 Jan 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs Hrithik Majumdar Shibu Shrestha Datta Md. Sumon Miah Nasrullah Sami Mahruba Sharmin Chowdhury Md. Saiful Islam 59 0 0 17 Jan 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification Yonghao Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 32 0 0 17 Jan 2025