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Information Extraction

3209 directly classified papers

Papers per year

Papers

Learning from Noisy Labels for Entity-Centric Information Extraction EMNLP 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking AAAI 2021
A Lightweight Neural Model for Biomedical Entity Linking AAAI 2021
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing AAAI 2021
Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) AAAI 2021
Span-Based Event Coreference Resolution AAAI 2021
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling AAAI 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View AAAI 2021
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables ACL 2021
Attribute Value Generation from Product Title using Language Models ACL 2021
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection ACL 2021
Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images CVPR 2021
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction ACL 2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network ACL 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL 2021
ConvLogMiner: A Real-Time Conversational Lifelog Miner IJCAI 2021
Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning EMNLP 2021
Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction EMNLP 2021
Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling AAAI 2021
Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021
Consistent Inference for Dialogue Relation Extraction IJCAI 2021
A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021
Modeling Document-Level Context for Event Detection via Important Context Selection EMNLP 2021