Information Extraction

The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024 The Power of Summary-Source Alignments ACL 2024 The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024 Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024 Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ACL 2024 Timeline Extraction from Decision Letters Using ChatGPT EACL 2024 Tiny But Mighty: A Crowdsourced Benchmark Dataset for Triple Extraction from Unstructured Text COLING 2024 TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs EMNLP 2024 TLab at #SMM4H 2024: Retrieval-Augmented Generation for ADE Extraction and Normalization ACL 2024 To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction ACL 2024 “To Have the ‘Million’ Readers Yet”: Building a Digitally Enhanced Edition of the Bilingual Irish-English Newspaper an Gaodhal (1881-1898) COLING 2024 To Know the Causes of Things: Text Mining for Causal Relations AAAI 2024 Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024 Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Dataset ACL 2024 Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024 Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation COLING 2024 Towards Reducing Diagnostic Errors with Interpretable Risk Prediction NAACL 2024 Towards Using Automatically Enhanced Knowledge Graphs to Aid Temporal Relation Extraction COLING 2024 Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024 TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024 Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024 UIC NLP GRADS at SemEval-2024 Task 3: Two-Step Disjoint Modeling for Emotion-Cause Pair Extraction SemEval 2024 ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024 UMIE: Unified Multimodal Information Extraction with Instruction Tuning AAAI 2024 Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024