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Information Extraction

3209 directly classified papers

Papers per year

Papers

What’s New? Identifying the Unfolding of New Events in a Narrative ACL 2023
Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction EMNLP 2023
Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution ACL 2023
Annotators-in-the-loop: Testing a Novel Annotation Procedure on Italian Case Law ACL 2023
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers ACL 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data ACL 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Emotion Cause Extraction on Social Media without Human Annotation ACL 2023
Annotating Research Infrastructure in Scientific Papers: An NLP-driven Approach ACL 2023
impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023
Human-in-the-loop Schema Induction ACL 2023
Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT EMNLP 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023