Information Extraction

BeeParser at MWE-2026 PARSEME 2.0 Subtask 1: Can Cross-Lingual Interactions Improve MWE Identification? EACL 2026 Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026 Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries EACL 2026 Beyond Single Words: MWE Identification in Bioinformatics Research Articles and Dispersion Profiling Across IMRaD EACL 2026 Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026 Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs ACL 2026 Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts ACL 2026 Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning AAAI 2026 Catalogues as Data: Interpretable NLP Pipelines for Ottoman-Turkish Bibliographies EACL 2026 CCNU at SemEval-2026 Task 10: Conspiracy Marker Extraction and Detection via Multi-task Learning and LLM-based Data Augmentation SemEval 2026 CEDAR: A Chinese Evaluation Dataset for Computational Argumentation ACL 2026 CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation 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 ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access EACL 2026 COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts EACL 2026 CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables ACL 2026 Confidence Estimation for Text-to-SQL in Large Language Models AAAI 2026 Coordinates from Context: Using LLMs to Ground Complex Location References EACL 2026 Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026 Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026 CredenceAI at SemEval-2026 Task 10: A Span-Consistency Network with Cross-Marker Attention for Conspiracy Marker Extraction SemEval 2026 Cross-lingual and cross-country approaches to argument component detection: a comparative study. EACL 2026 dangphuduy at SemEval-2026 Task 10: Span-based Conspiracy Marker Extraction and Emotion-Aware Detection via Gated Fusion SemEval 2026 Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ACL 2026