Information Extraction

The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction COLING 2025 The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications EMNLP 2025 TIDES: Technical Information Discovery and Extraction System EMNLP 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 Towards Effective Extraction and Evaluation of Factual Claims ACL 2025 Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025 Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization ACL 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025 Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025 Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025 Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 TRH2TQA: Table Recognition with Hierarchical Relationships to Table Question-Answering on Business Table Images WACV 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 Tuebingen at SemEval-2025 Task 10: Class Weighting, External Knowledge and Data Augmentation in BERT Models SemEval 2025 Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework EMNLP 2025 Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement EMNLP 2025 Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification IJCNLP 2025 Using Cross-Linguistic Data Formats to Enhance the Annotation of Ancient Chinese Documents Written on Bamboo Slips NAACL 2025 Variable Extraction for Model Recovery in Scientific Literature NAACL 2025 Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction IJCAI 2025 ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos EMNLP 2025 Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation ICCV 2025