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Information Extraction

362 directly classified papers

Papers per year

Papers

HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese ACL 2022

Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction ACL 2021

Document-level Event Extraction via Parallel Prediction Networks ACL 2021

UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions ACL 2021

DocParser: Hierarchical Document Structure Parsing from Renderings AAAI 2021

Span-Based Event Coreference Resolution AAAI 2021

Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021

Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021

A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking AAAI 2021

FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction AAAI 2021

Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021

RETRACTED: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance AAAI 2021

Learning to Check Contract Inconsistencies AAAI 2021

A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations AAAI 2021

An End-to-End Solution for Named Entity Recognition in eCommerce Search AAAI 2021

A Novel AI-based Methodology for Identifying Cyber Attacks in Honey Pots AAAI 2021

CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ACL 2021

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021

Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker ACL 2021

Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path ACL 2021

Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection ACL 2021

Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks ACL 2021

How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021

Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ACL 2021

Verb Knowledge Injection for Multilingual Event Processing ACL 2021