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Information Extraction

3209 directly classified papers

Papers per year

Papers

Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024
EmoPrompt-ECPE: Emotion Knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction COLING 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ACL 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024
When Generative Adversarial Networks Meet Sequence Labeling Challenges EMNLP 2024
Dataset of Quotation Attribution in German News Articles COLING 2024
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024
Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024
Cross-type French Multiword Expression Identification with Pre-trained Masked Language Models COLING 2024
Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024
Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model COLING 2024
Using LLMs to Build a Database of Climate Extreme Impacts ACL 2024
JL-Hate: An Annotated Dataset for Joint Learning of Hate Speech and Target Detection COLING 2024
Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation COLING 2024
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods COLING 2024
Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024
News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes ACL 2024
AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ACL 2024
Harnessing Toulmin’s theory for zero-shot argument explication ACL 2024
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024