Natural Language Processing

chengtang at SemEval-2026 Task 7: A Retrieval-Augmented Generation Framework for Cultural Perspective Alignment in Everyday MCQs SemEval 2026 Cherish at SemEval-2026 Task 2: Enhancing RoBERTa-Based Models for Emotional Valence and Arousal Prediction in Ecological Essays with Personalized PLoRA and Temporal Embeddings SemEval 2026 ChiKhaPo: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models ACL 2026 Child-directed speech facilitates production, not comprehension, in BabyLMs CoNLL 2026 CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026 Chinese Two-part Allegorical Sayings Reading Comprehension: Exploration from Reasoning to Metaphor AAAI 2026 CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations EACL 2026 CHROMIC: Chronological Reasoning Across Multi-Panel Comics EACL 2026 ChulaNLP at SemEval-2026 Task 4: Neural Aspect Composition for Narrative Story Embeddings SemEval 2026 ChulaNLP at SemEval-2026 Task 5: Regression-Calibrated LLM for Word-Sense Scoring SemEval 2026 ChulaNLP at SemEval-2026 Task 6: A Hybrid BERT-LLM Framework for Political Response Clarity and Evasion Detection SemEval 2026 CICA: Coupling Confidence-Aware Pretraining with Confidence-Informed Attention for Robust Multimodal Sentiment Analysis CVPR 2026 CICL26 at SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning SemEval 2026 CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ACL 2026 CiNet-Handai-Kyodai at SemEval-2026 Task 5: Combining LLM Prompting, Semantic Similarity, and Synthetic Gaze for Graded Sense Plausibility SemEval 2026 CITD@UIT at SemEval-2026 Task 2: Temporal Mixture-of-Experts for Longitudinal Valence and Arousal Prediction from Ecological Essays SemEval 2026 CITD@UIT at SemEval-2026 Task 4: Structured Reasoning and Metric Specialization for Narrative Similarity SemEval 2026 CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction ACL 2026 CLaC at SemEval-2026 Task 6: Response Clarity Detection in Political Discourse SemEval 2026 ClaimDB: A Fact Verification Benchmark over Large Structured Data ACL 2026 Claim Verification in the Age of Large Language Models: A Survey ACL 2026 CLAOCS-TX: Cross-Lingual Triplet Extraction with Aspect-Opinion-Aware Code-Switched Prompting and LLM-Guided Contrastive Distillation ACL 2026 CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports EACL 2026 CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems ACL 2026 Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems EACL 2026