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Information Extraction

3209 directly classified papers

Papers per year

Papers

Entity and Evidence Guided Document-Level Relation Extraction ACL 2021
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report ACL 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL 2021
Verb Knowledge Injection for Multilingual Event Processing ACL 2021
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021
REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021
A Web Scale Entity Extraction System EMNLP 2021
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ACL 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
Automating Claim Construction in Patent Applications: The CMUmine Dataset EMNLP 2021
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Automatic Entity State Annotation using the VerbNet Semantic Parser EMNLP 2021
SPaR.txt, a Cheap Shallow Parsing Approach for Regulatory Texts EMNLP 2021
The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue EMNLP 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021
How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training ACL 2021
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions ACL 2021
Document-level Event Extraction via Parallel Prediction Networks ACL 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021
Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction ACL 2021
discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021