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Information Extraction

3209 directly classified papers

Papers per year

Papers

Hierarchical Event Grounding AAAI 2023
Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023
Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ACL 2023
mReFinED: An Efficient End-to-End Multilingual Entity Linking System EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023
An efficient method for Natural Language Querying on Structured Data ACL 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023
Identifying Conspiracy Theories News based on Event Relation Graph EMNLP 2023
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets EMNLP 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023
Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension EMNLP 2023
Understanding the Cooking Process with English Recipe Text ACL 2023
Video Event Extraction via Tracking Visual States of Arguments AAAI 2023
Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model EMNLP 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search ACL 2023
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles EMNLP 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023
KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction AAAI 2023
Disease Network Constructor: a Pathway Extraction and Visualization ACL 2023
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer AAAI 2023
Enhancing Structured Evidence Extraction for Fact Verification EMNLP 2023