Fine-Grained Named Entities for Corona News Apr 20, 2024 Articles named-entity-recognition
Code Code Available 5 Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
Code Code Available 5 Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction Jun 19, 2019 Common Sense Reasoning Language Modelling
Code Code Available 5 Fine-grained Contrastive Learning for Relation Extraction May 25, 2022 Contrastive Learning Denoising
Code Code Available 5 Fine-grained General Entity Typing in German using GermaNet Jun 1, 2021 Entity Typing Knowledge Base Construction
Code Code Available 5 Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? Apr 25, 2022 Relation Extraction Sentiment Analysis
Code Code Available 5 Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions Mar 30, 2019 Relation Relation Extraction
Code Code Available 5 FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction Mar 4, 2024 Document-level Relation Extraction Relation
Code Code Available 5 FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Oct 24, 2018 Classification Few-Shot Learning
Code Code Available 5 False Positive and Cross-relation Signals in Distant Supervision Data Nov 14, 2017 General Classification Relation
Code Code Available 5 DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering Dec 21, 2024 Articles Form
Code Code Available 5 FinTree: Financial Dataset Pretrain Transformer Encoder for Relation Extraction Jul 26, 2023 Financial Relation Extraction Language Modeling
Code Code Available 5 D-REX: Dialogue Relation Extraction with Explanations Sep 10, 2021 Dialog Relation Extraction Relation
Code Code Available 5 How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks Sep 10, 2021 Natural Language Inference Relation Extraction
Code Code Available 5 Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction Jun 17, 2024 Relation Relation Extraction
Code Code Available 5 Distant Supervision for Relation Extraction with Matrix Completion Jun 1, 2014 Low-Rank Matrix Completion Matrix Completion
Code Code Available 5 Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information Mar 8, 2024 Relation Relation Classification
Code Code Available 5 Identifying and Explaining Discriminative Attributes Sep 5, 2019 Attribute Knowledge Graphs
Code Code Available 5 Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism Jul 1, 2018 Decoder Feature Engineering
Code Code Available 5 Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Feb 4, 2019 Relation Extraction Structured Prediction
Code Code Available 5 Beyond Word Attention: Using Segment Attention in Neural Relation Extraction Aug 10, 2019 Relation Relation Extraction
Code Code Available 5 Extracting Polymer Nanocomposite Samples from Full-Length Documents Mar 1, 2024 Document-level Relation Extraction Relation Extraction
Code Code Available 5 Extracting Temporal Event Relation with Syntax-guided Graph Transformer Apr 19, 2021 Dependency Parsing Natural Language Understanding
Code Code Available 5 Combining Distant and Direct Supervision for Neural Relation Extraction Oct 30, 2018 Relation Relation Extraction
Code Code Available 5 Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks Sep 1, 2015 Feature Engineering Relation
Code Code Available 5 Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception May 18, 2021 Relation Relation Extraction
Code Code Available 5 Exposing ambiguities in a relation-extraction gold standard with crowdsourcing May 23, 2015 Relation Relation Extraction
Code Code Available 5 Effective Attention Modeling for Neural Relation Extraction Dec 9, 2019 Relation Relation Extraction
Code Code Available 5 Extraction of Medication and Temporal Relation from Clinical Text using Neural Language Models Oct 3, 2023 Avg Disease Prediction
Code Code Available 5 RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching Oct 27, 2020 Denoising reinforcement-learning
Code Code Available 5 Distantly-Supervised Neural Relation Extraction with Side Information using BERT Apr 29, 2020 Relation Relation Extraction
Code Code Available 5 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning Aug 1, 2018 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 5 An Information Extraction Study: Take In Mind the Tokenization! Mar 27, 2023 Inductive Bias Named Entity Recognition (NER)
Code Code Available 5 Exploiting Unary Relations with Stacked Learning for Relation Extraction Oct 1, 2022 Relation Relation Extraction
Code Code Available 5 Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs May 24, 2021 Denoising Relation
Code Code Available 5 Event Causality Identification via Generation of Important Context Words Jul 1, 2022 Event Causality Identification Multi-Task Learning
Code Code Available 5 Distantly-Supervised Joint Extraction with Noise-Robust Learning Oct 8, 2023 Joint Entity and Relation Extraction Language Modelling
Code Code Available 5 Deep Structured Neural Network for Event Temporal Relation Extraction Sep 22, 2019 Relation Relation Extraction
Code Code Available 5 Event-based clinical findings extraction from radiology reports with pre-trained language model Dec 27, 2021 Anatomy Computed Tomography (CT)
Code Code Available 5 Facts That Matter Oct 1, 2018 Clustering Diversity
Code Code Available 5 Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training May 18, 2025 Contrastive Learning In-Context Learning
Code Code Available 5 DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem Feb 25, 2024 Active Learning named-entity-recognition
Code Code Available 5 ERNIE: Enhanced Language Representation with Informative Entities May 17, 2019 Entity Linking Entity Typing
Code Code Available 5 Evaluating Generative Language Models in Information Extraction as Subjective Question Correction Apr 4, 2024 Event Extraction Natural Language Inference
Code Code Available 5 Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations Jan 1, 2016 Clustering Information Retrieval
Code Code Available 5 Entity-Relation Extraction as Multi-Turn Question Answering May 14, 2019 Machine Reading Comprehension Question Answering
Code Code Available 5 Discovering Implicit Knowledge with Unary Relations Jul 1, 2018 Deep Learning Knowledge Base Population
Code Code Available 5 Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis Jun 26, 2019 Relation Extraction Sentence
Code Code Available 5 BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction Aug 16, 2019 Relation Relation Extraction
Code Code Available 5 How Fragile is Relation Extraction under Entity Replacements? May 22, 2023 Benchmarking Causal Inference
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