Natural Language Processing

Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture AAAI 2026 Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration AAAI 2026 Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ACL 2026 Efficient Low-Resource Language Models Using Tokenizer Transfer EACL 2026 Efficient Provably Secure Linguistic Steganography via Range Coding ACL 2026 Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training AAAI 2026 Efficient Table Retrieval and Understanding with Multimodal Large Language Models EACL 2026 Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance WACV 2026 EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks AAAI 2026 EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressions ACL 2026 Elections go bananas: A First Large-scale Multilingual Study of Pluralia Tantum using LLMs EACL 2026 elfen: A Python Package for Efficient Linguistic Feature Extraction for Natural Language Datasets EACL 2026 ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026 Ellat at SemEval-2026 Task 11: Comparing Encoder and Decoder Models for Syllogistic Reasoning SemEval 2026 Ellipsoid-Based Decision Boundaries for Open Intent Classification AAAI 2026 ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs EACL 2026 E-Logic Prompt: Unified Energy-Logic Framework for Continual Visual Question Answering AAAI 2026 ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction AAAI 2026 Embracing Positional Bias in Multiple-Choice Question Answering via Permutation Equivariant Neural Networks AAAI 2026 EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 Emoji Reactions on Telegram: Unreliable Indicators of Emotional Resonance EACL 2026 EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ACL 2026 EmoThinker: Advancing Visual-Acoustic Emotion Analysis via Structural Token Selection and Chain-of-Thought Reasoning CVPR 2026 Emo-tica at SemEval-2026 Task 2: Trait–State Affect Forecaster for Longitudinal Valence and Arousal SemEval 2026