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Information Extraction

3209 directly classified papers

Papers per year

Papers

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024
Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs EMNLP 2024
ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024
The State of Relation Extraction Data Quality: Is Bigger Always Better? ACL 2024
ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024
Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024
LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024
Argument-Aware Approach To Event Linking ACL 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ACL 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents ACL 2024
Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ACL 2024
JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching EACL 2024
An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications ACL 2024
Wikidata as a Source of Demographic Information ACL 2024
Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques ACL 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking ACL 2024
PropBank goes Public: Incorporation into Wikidata EACL 2024
Building a corpus for the anonymization of Romanian jurisprudence EACL 2024