Natural Language Processing

M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR 2026 M3Grounder: Mask-Based Multi-Span and Multi-Granular Grounding for Document QA CVPR 2026 M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting AAAI 2026 M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs AAAI 2026 M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models WACV 2026 Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding EACL 2026 MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits ACL 2026 Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ACL 2026 Machine translation Evaluation Eng-Thai MQM Ranking dataset EACL 2026 Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque EACL 2026 Machine Translation for Low Resource Turkic Languages: English-Tatar EACL 2026 MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026 MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction EACL 2026 MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026 MAGIC: Multi-Agent Argumentation and Grammar Integrated Critiquer AAAI 2026 MaiBERT: A Pre-training Corpus and Language Model for Low-Resourced Maithili Language EACL 2026 Making Large Language Models Efficient Dense Retrievers ACL 2026 Making Large Language Models Speak Tulu: Structured Prompting for an Extremely Low-Resource Language EACL 2026 Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification AAAI 2026 Making Visual Dialogue More Engaging: A New Task, Method, and Metric AAAI 2026 MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026 MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes AAAI 2026 MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding EACL 2026 Manipulation Intention Understanding for Zero-Shot Composed Image Retrieval AAAI 2026 MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026