Title
A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development GoalsIEEE Access (IEEE Access), 2025 Andrea Cadeddu Alessandro Chessa Vincenzo De Leo Gianni Fenu Enrico Motta Francesco Osborne Diego Reforgiato Recupero Angelo Salatino Luca Secchi 176 0 0 18 Jun 2025
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models Byung-Kwan Lee Ryo Hachiuma Yong Man Ro Yu-Chun Wang Yueh-Hua Wu VLM 307 3 0 18 Jun 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim VerificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chengye Wang Yifei Shen Zexi Kuang Arman Cohan Yilun Zhao 188 1 0 18 Jun 2025
Demystifying the Visual Quality Paradox in Multimodal Large Language Models Shuo Xing Lanqing guo Hongyuan Hua Seoyoung Lee Peiran Li Yufei Wang Zinan Lin Zhengzhong Tu VLM 256 1 0 18 Jun 2025
ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM Yujun Wang Aniri Jinhe Bi Soeren Pirk Yunpu Ma MLLM 345 11 0 17 Jun 2025
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning Yizhen Zhang Yang Ding Shuoshuo Zhang Xinchen Zhang Haoling Li ... Jie Wu Lei Ji Haoran Pan Y. Yang Yeyun Gong OffRL VLM LRM 193 5 0 17 Jun 2025
Optimal Embedding Learning Rate in LLMs: The Effect of Vocabulary Size Soufiane Hayou Liyuan Liu 137 2 0 17 Jun 2025
Enhancing Goal-oriented Proactive Dialogue Systems via Consistency Reflection and CorrectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Didi Zhang Yaxin Fan Peifeng Li Qiaoming Zhu 180 0 0 16 Jun 2025
Rethinking Explainability in the Era of Multimodal AI Chirag Agarwal 211 1 0 16 Jun 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Xixian Yong Jianxun Lian Xiaoyuan Yi Xiao Zhou Xing Xie LRM 203 0 0 16 Jun 2025
Align-then-Unlearn: Embedding Alignment for LLM Unlearning Philipp Spohn Leander Girrbach Jessica Bader Zeynep Akata MU 205 0 0 16 Jun 2025
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalists Lynn Khellaf Ipek Baris Schlicht Tilman Mirass Julia Bayer Tilman Wagner Ruben Bouwmeester 90 1 0 16 Jun 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation Debanjan Dutta Faizanuddin Ansari Swagatam Das 114 0 0 16 Jun 2025
PRISM2: Unlocking Multi-Modal General Pathology AI with Clinical Dialogue Eugene Vorontsov Eugene Vorontsov Adam Casson Julian Viret Eric Zimmermann ... Razik Yousfi Nicolò Fusi Thomas J. Fuchs Kristen Severson Siqi Liu MedIm LM&MA 173 5 0 16 Jun 2025
ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies Chenglin Wang Yucheng Zhou Qianning Wang Zhe Wang Kai Zhang CoGe 154 10 0 15 Jun 2025
Jailbreak Transferability Emerges from Shared Representations Rico Angell Jannik Brinkmann He He 296 1 0 15 Jun 2025
ConsistencyChecker: Tree-based Evaluation of LLM Generalization CapabilitiesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhaochen Hong Haofei Yu Jiaxuan You 178 1 0 14 Jun 2025
OpenUnlearning: Accelerating LLM Unlearning via Unified Benchmarking of Methods and Metrics Pratyush Maini Anmol Mekala Wenlong Zhao Andrew McCallum Zachary Chase Lipton J. Zico Kolter Pratyush Maini MU ELM 319 11 0 14 Jun 2025
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space Anshul Singh Chris Biemann Jan Strich LMTD LRM 167 3 0 13 Jun 2025
Curriculum-Guided Layer Scaling for Language Model Pretraining Karanpartap Singh Neil Band Ehsan Adeli ALM LRM 223 0 0 13 Jun 2025
Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Yingjin Song Yupei Du Denis Paperno Albert Gatt MLLM 253 1 0 12 Jun 2025
VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos Jiashuo Yu Y. Wu Meng Chu Zhifei Ren Z. Huang ... Conghui He Yu Qiao Yali Wang Yi Wang L. Wang LRM 431 4 0 12 Jun 2025
Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning Jikai Jin Vasilis Syrgkanis Sham Kakade Hanlin Zhang ELM 315 0 0 12 Jun 2025
Dataset of News Articles with Provenance Metadata for Media Relevance Assessment Tomas Peterka Matyas Bohacek 165 0 0 11 Jun 2025
Query-Level Uncertainty in Large Language Models Lihu Chen Gerard de Melo Fabian M. Suchanek Gaël Varoquaux 367 1 0 11 Jun 2025
Scaling Laws for Uncertainty in Deep Learning Mattia Rosso Simone Rossi Giulio Franzese Markus Heinonen Maurizio Filippone BDL UQCV 222 0 0 11 Jun 2025
Do LLMs Give Psychometrically Plausible Responses in Educational Assessments?Workshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2025 Andreas Säuberli Diego Frassinelli Barbara Plank AI4Ed 239 2 0 11 Jun 2025
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search Dongge Han Menglin Xia Daniel Madrigal Diaz Samuel Kessler Ankur Mallick Xuchao Zhang Mirian Hipolito Garcia Jin Xu Victor Rühle Saravan Rajmohan LRM 195 0 0 10 Jun 2025
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving Yuxuan Zhou Xien Liu Chenwei Yan Chen Ning X. Zhang ... Xiangling Fu Shijin Wang Guoping Hu Yu Wang Ji Wu ELM 205 1 0 10 Jun 2025
Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models Sumanth Manduru Carlotta Domeniconi ALM 224 0 0 10 Jun 2025
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning Shashidhar Reddy Javaji Yun Feng Haohang Li Yangyang Yu Nikhil Muralidhar Zining Zhu ELM 159 1 0 09 Jun 2025
Instruction-Tuned Video-Audio Models Elucidate Functional Specialization in the Brain R. Mamidi Khushbu Pahwa Prachi Jindal Satya Sai Srinath Namburi Maneesh Singh Tanmoy Chakraborty Bapi S. Raju Subba Reddy Oota 141 0 0 09 Jun 2025
Synthetic Visual GenomeComputer Vision and Pattern Recognition (CVPR), 2025 J. S. Park Zixian Ma Linjie Li Chenhao Zheng Cheng-Yu Hsieh ... Quan Kong Norimasa Kobori Ali Farhadi Yejin Choi Ranjay Krishna 188 1 0 09 Jun 2025
Snap, Segment, Deploy: A Visual Data and Detection Pipeline for Wearable Industrial Assistants Di Wen Junwei Zheng R. Liu Yi Xu Kunyu Peng Rainer Stiefelhagen 159 1 0 09 Jun 2025
WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-CodeAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhiyu Lin Zhengda Zhou Zhiyuan Zhao Tianrui Wan Yilun Ma Junyu Gao Xuelong Li ELM 193 4 0 09 Jun 2025
A Neurosymbolic Agent System for Compositional Visual Reasoning Yichang Xu Gaowen Liu Ramana Rao Kompella Sihao Hu Tiansheng Huang Fatih Ilhan Selim Furkan Tekin Zachary Yahn LRM VLM 217 0 0 09 Jun 2025
EgoM2P: Egocentric Multimodal Multitask Pretraining Gen Li Yutong Chen Yiqian Wu Kaifeng Zhao Marc Pollefeys Siyu Tang EgoV VLM 395 4 0 09 Jun 2025
Chain of Methodologies: Scaling Test Time Computation without TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Cong Liu Jie Wu Weigang Wu Xu Chen Guanbin Li Wei-Shi Zheng LLMAG LRM AI4CE 193 1 0 08 Jun 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models Samir Abdaljalil Hasan Kurban K. Qaraqe E. Serpedin LM&Ro LRM 163 2 0 08 Jun 2025
Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models Qianshan Wei Jiaqi Li Zihan You Yi Zhan Kecen Li ... Yi Yu Bin Cao Yiwen Xu Wenshu Fan Guilin Qi AAML VLM 151 1 0 08 Jun 2025
Vision-EKIPL: External Knowledge-Infused Policy Learning for Visual Reasoning Chaoyang Wang Zeyu Zhang Meng Meng Xu Zhou Haiyun Jiang OffRL LRM 210 1 0 07 Jun 2025
Quantile Regression with Large Language Models for Price PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Nikhita Vedula Dushyanta Dhyani Laleh Jalali Boris Oreshkin Mohsen Bayati S. Malmasi 131 3 0 07 Jun 2025
VisioMath: Benchmarking Figure-based Mathematical Reasoning in LMMs Can Li Ting Zhang Ting Zhang Mei Wang Hua Huang LRM 190 4 0 07 Jun 2025
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem ComplexityRobotics (RAS), 2025 Parshin Shojaee Iman Mirzadeh Keivan Alizadeh Maxwell Horton Samy Bengio Mehrdad Farajtabar LRM 266 215 0 07 Jun 2025
Movie Facts and Fibs (MF $^2$ ): A Benchmark for Long Movie Understanding Emmanouil Zaranis António Farinhas Saul Santos Beatriz Canaverde Miguel Moura Ramos ... Raffaella Bernardi Raquel Fernández Sandro Pezzelle Vlad Niculae Andre F. T. Martins 227 3 0 06 Jun 2025
Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Peijie Liu Fengli Xu Yong Li LRM 263 1 0 06 Jun 2025
A MISMATCHED Benchmark for Scientific Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Firoz Shaik Mobashir Sadat Nikita Gautam Doina Caragea Cornelia Caragea 182 0 0 05 Jun 2025
Structured Labeling Enables Faster Vision-Language Models for End-to-End Autonomous Driving Hao Jiang Chuan Hu Yukang Shi Yuan He Ke Wang X. Zhang Zhipeng Zhang 3DV VLM 172 1 0 05 Jun 2025
A Statistical Physics of Language Model Reasoning Jack David Carson Amir Reisizadeh LRM AI4CE 174 1 0 04 Jun 2025
AuthGuard: Generalizable Deepfake Detection via Language Guidance Guangyu Shen Zhihua Li Xiang Xu Tianchen Zhao Zheng Zhang Dongsheng An Zhuowen Tu Yifan Xing Qin Zhang 188 1 0 04 Jun 2025