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Papers (including subtopics)

MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction COLING 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS ICLR 2025 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 2025 MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL 2025 MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025 MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025 MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems ACL 2025 MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines ICLR 2025 MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression ACL 2025 MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 MNLP@DravidianLangTech 2025: A Deep Multimodal Neural Network for Hate Speech Detection in Dravidian Languages NAACL 2025 MNLP@DravidianLangTech 2025: Transformer-based Multimodal Framework for Misogyny Meme Detection NAACL 2025 MNLP@DravidianLangTech 2025: Transformers vs. Traditional Machine Learning: Analyzing Sentiment in Tamil Social Media Posts NAACL 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 MockConf: A Student Interpretation Dataset: Analysis, Word- and Span-level Alignment and Baselines ACL 2025 MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025 Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ACL 2025 Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025 Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks Interspeech 2025 Modeling Subjectivity in Cognitive Appraisal with Language Models EMNLP 2025 Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025