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Information Extraction

3209 directly classified papers

Papers per year

Papers

PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction EMNLP 2021
Exploring Task Difficulty for Few-Shot Relation Extraction EMNLP 2021
KILT: a Benchmark for Knowledge Intensive Language Tasks NAACL 2021
Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction NAACL 2021
Event Time Extraction and Propagation via Graph Attention Networks NAACL 2021
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction NAACL 2021
Learning from Noisy Labels for Entity-Centric Information Extraction EMNLP 2021
Semantic Context Path Labeling for Semantic Exploration of User Reviews EMNLP 2021
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference AAAI 2021
Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract) AAAI 2021
Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research ACL 2021
Comparative Opinion Quintuple Extraction from Product Reviews EMNLP 2021
Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries EMNLP 2021
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021
BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation ACL 2021
CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ACL 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021
Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images CVPR 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers AAAI 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021
Argument Mining Driven Analysis of Peer-Reviews AAAI 2021
Nutri-bullets: Summarizing Health Studies by Composing Segments AAAI 2021