conftrace_

distant supervision

315 papers

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Also known as

DS

Co-occurring keywords

relation extraction (919) named entity recognition (2813) knowledge base (804) text classification (6793) neural network (6616) information extraction (1090) attention mechanism (4001) noisy label (321) question answering (2963) multi-instance learning (130)

Papers

Improving Distantly Supervised Relation Extraction by Natural Language Inference AAAI 2023
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection EMNLP 2023
Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023
Too much of product information : Don’t worry, let’s look for evidence! EMNLP 2023
Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs ACL 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy EMNLP 2023
GLEN: General-Purpose Event Detection for Thousands of Types EMNLP 2023
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023
Sampling Better Negatives for Distantly Supervised Named Entity Recognition ACL 2023
Debiased and Denoised Entity Recognition from Distant Supervision NIPS 2023
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition EMNLP 2023
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data NAACL 2022
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature ACL 2022
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ACL 2022
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering ACL 2022
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media AACL 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022
Few Clean Instances Help Denoising Distant Supervision COLING 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022
Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ACL 2022
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022
IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models EMNLP 2022