Natural Language Processing

ALPS-Lab at SemEval-2026 Task 3: A Multilingual Generative LLM Approach for Dimensional Aspect Sentiment Analysis SemEval 2026 AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026 Ambirig at SemEval-2026 Task 5: Distributional Ordinal Modelling for Ambiguous Word Senses in Narrative Contexts SemEval 2026 A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corpora CoNLL 2026 AMIYA Shared Task: Arabic Modeling In Your Accent at VarDial 2026 EACL 2026 A Model of the Language Process ACL 2026 Among Us: Language of Conspiracy Theorists on Mainstream Reddit ACL 2026 A Morphology-Aware Evaluation of Turkish Syntax in Large Language Models EACL 2026 AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design AAAI 2026 A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ACL 2026 A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis AAAI 2026 A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026 A Multilingual Social Bias Benchmark Incorporating Thinking Processes ACL 2026 A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows ACL 2026 Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction EACL 2026 Analysing the role of lexical and temporal information in turn-taking through predictability EACL 2026 Analysis of Text Accuracy and Visual Alignment in Vision-Language Models for Artistic Text Generation WACV 2026 Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026 Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026 Anchored Sliding Window: Toward Robust and Imperceptible Linguistic Steganography ACL 2026 Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization ACL 2026 Anchoring the Judge: Curriculum-Based Adaptation and Reference-Anchored MQM for LLM-Based Machine Translation of an Unseen Low-Resource Language - A Case of Nupe EACL 2026 AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora AAAI 2026 An Empirical Study of Speculative Decoding for Small Language Models EACL 2026 An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts EACL 2026