Natural Language Processing

Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary AAAI 2026 Being Positive about Negative Queries: Exclusion Aware Multimodal Retrieval using Disentangled Representations WACV 2026 BenchMarker: An Education-Inspired Toolkit for Highlighting Flaws in Multiple-Choice Benchmarks ACL 2026 Benchmarking and Enabling Efficient Chinese Medical Retrieval via Asymmetric Encoders ACL 2026 Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models AAAI 2026 Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection EACL 2026 Benchmarking Hate Speech Detection in Azerbaijani with Turkish Cross-Lingual Transfer and Transformer Models EACL 2026 Benchmarking LLMs for Political Science: A United Nations Perspective AAAI 2026 Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026 Benchmarking Offensive Language Detection in Persian and Pashto EACL 2026 Benchmarking Single-Factor Physical Video-to-Audio Generation CVPR 2026 Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties EACL 2026 Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents AAAI 2026 BERT, are you paying attention? Attention regularization with human-annotated rationales EACL 2026 BertKittens at SemEval-2026 Task 3: Multi-Domain Aspect Sentiment with BERT/DeBERTa Ensembles for VA Regression and Aspect–Opinion–VA Triplets SemEval 2026 Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026 Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification EACL 2026 Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities EACL 2026 Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement AAAI 2026 Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026 Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach ACL 2026 Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark EACL 2026 Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training EACL 2026 Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ACL 2026 Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026