Natural Language Processing

Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ACL 2026 Disentangling Meaning and Language Components in Diverse Multilingual Sentence Embeddings ACL 2026 Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought ACL 2026 Distill and Align Decomposition for Enhanced Claim Verification EACL 2026 Diversity in Unity, Theory in Practice: Hierarchical Multitask Benchmarks for Chinese Minority Languages ACL 2026 Diversity Meets Relevancy: Multi-Agent Knowledge Probing for Industry 4.0 Applications AAAI 2026 Diversity patterns run deep: Impact of diversity intake on multiword expression identification EACL 2026 Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning EACL 2026 Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search ACL 2026 DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ACL 2026 DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection ACL 2026 DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026 Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues Reliance EACL 2026 Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026 Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding CVPR 2026 DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ACL 2026 Document-Level Zero-Shot Relation Extraction with Entity Side Information EACL 2026 Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ACL 2026 Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM Benchmarks EACL 2026 Does Grounding Improve Radiology Report Generation? An Empirical Study on PadChest-GR MIDL 2026 Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ACL 2026 Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ACL 2026 Does Question Really Matter? The Attribution of Answer Bias in LLM Evaluation AAAI 2026