Natural Language Processing

Is Sentiment Banana-Shaped? Exploring the Geometry and Portability of Sentiment Concept Vectors EACL 2026 Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs AAAI 2026 Is this chart lying to me? Automating the detection of misleading visualizations ACL 2026 Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026 Is Word Sense Disambiguation Dead in the LLM Era? AAAI 2026 iTAG: Inverse Design for Natural Text Generation with Accurate Causal Graph Annotations ACL 2026 Iterative Dual-Model Alignment for Story Evaluation ACL 2026 Iterative Multi-Granular RAG with Contextual Hierarchical Graph AAAI 2026 ITLC at SemEval-2026 Task 11: Normalization and Deterministic Parsing for Formal Reasoning in LLMs SemEval 2026 It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models EACL 2026 It’s High Time: A Survey of Temporal Question Answering ACL 2026 It’s Not What You Say, It’s How You Say It: Evaluating LLM Responses to Expressions of Belief ACL 2026 ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026 IYKYK: Using language models to decode extremist cryptolects EACL 2026 j10official at SemEval-2026 Task 1: Neurosymbolic Humor Generation via GTVH-Guided LLM Decomposition SemEval 2026 JCT 2026 - SemEval Task 5 SemEval 2026 JCT at SemEval-2026 Task 1: Let the Best Joke Win - A Generate - and-Rank Approach to Constrained Humor SemEval 2026 JCT at SemEval-2026 Task 4: A Multi-Method Approach to Narrative Story Similarity SemEval 2026 JCT at SemEval-2026 Task 8: Resource-Efficient Multi-Turn RAG via Nano-LLM Rewriting and Hybrid Reranking SemEval 2026 JEEM: Vision-Language Understanding in Four Arabic Dialects EACL 2026 JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction AAAI 2026 JIA at SemEval-2026 Task 10: A Dual-Track System with BERT-based Encoders and LLMs for Conspiracy Analysis SemEval 2026 JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models’ Detection of Human risky health behavior Content in Jirai Community EACL 2026 JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework ACL 2026 Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models AAAI 2026