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Information Extraction

3209 directly classified papers

Papers per year

Papers

A Typology of Errors for User Utterances in Chatbots COLING 2024
JL-Hate: An Annotated Dataset for Joint Learning of Hate Speech and Target Detection COLING 2024
ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models COLING 2024
Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ACL 2024
Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024
EmoPrompt-ECPE: Emotion Knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction COLING 2024
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024
Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction ACL 2024
Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction ACL 2024
Exploring Language Models to Analyze Market Demand Sentiments from News ACL 2024
Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024
LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024
A Benchmark for Recipe Understanding in Artificial Agents COLING 2024
Event-Arguments Extraction Corpus and Modeling using BERT for Arabic ACL 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget ACL 2024
Challenges in End-to-End Policy Extraction from Climate Action Plans ACL 2024
CLIMATELI: Evaluating Entity Linking on Climate Change Data ACL 2024