Natural Language Processing

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ACL 2026 Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory EACL 2026 Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026 Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026 Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026 Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation ACL 2026 Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation ACL 2026 Mixture of Heterogeneous Grouped Experts for Language Modeling ACL 2026 MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization SemEval 2026 MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ACL 2026 MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models AAAI 2026 MMIFEvol: Towards Evolutionary Multimodal Instruction Following AAAI 2026 M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026 MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models EACL 2026 MMSD3.0: A Multi-Image Benchmark for Real-World Multimodal Sarcasm Detection CVPR 2026 MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection ACL 2026 MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026 Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting AAAI 2026 MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026 Modal Dependency Parsing as Structured Prediction over Source-Cue Scope ACL 2026 Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026 ModalSyncSum: Synchronizing Image and Text for Reliable Summary Generation AAAI 2026 Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection AAAI 2026 Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026 Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning ACL 2026