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Information Extraction

3209 directly classified papers

Papers per year

Papers

Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation COLING 2024
EmoPrompt-ECPE: Emotion Knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction COLING 2024
Wikidata as a Source of Demographic Information ACL 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024
TLab at #SMM4H 2024: Retrieval-Augmented Generation for ADE Extraction and Normalization ACL 2024
Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024
Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents ACL 2024
Cross-type French Multiword Expression Identification with Pre-trained Masked Language Models COLING 2024
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ACL 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024
ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024
Multimodal Table Understanding ACL 2024
Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 2024
Temporal Validity Change Prediction ACL 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024
ChatEL: Entity Linking with Chatbots COLING 2024
Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction ACL 2024
Using character-level models for efficient abbreviation and long-form detection COLING 2024
ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models COLING 2024
Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024