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Relation Extraction

Papers archive 2025-07-28

archive papers tagged: 1,977 · with a code link: 735 · where Syntology ran a sample: 111 (93 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (111 of 1,977 tagged: 93 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)

Page 14 of 20: papers 1,301 to 1,400 of 1,977, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Identification des problèmes d'annotation pour l'extraction de relations (Identification of annotation problem for the relation extraction)
  1 Jun 2020 0 repositories listed
• Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings
  1 Jun 2020 0 repositories listed
• Benchmarking BioRelEx for Entity Tagging and Relation Extraction
  31 May 2020 0 repositories listed
• Recognizing Chinese Judicial Named Entity using BiLSTM-CRF
  31 May 2020 0 repositories listed
• A Comparative Study of Lexical Substitution Approaches based on Neural Language Models
  29 May 2020 0 repositories listed
• Relation Extraction with Explanation
  28 May 2020 0 repositories listed
• Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion
  27 May 2020 0 repositories listed
• Semi-Automating Knowledge Base Construction for Cancer Genetics
  17 May 2020 0 repositories listed
• An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition
  14 May 2020 0 repositories listed
• ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages
  14 May 2020 0 repositories listed
• PERLEX: A Bilingual Persian-English Gold Dataset for Relation Extraction
  13 May 2020 0 repositories listed
• Adversarial Learning for Supervised and Semi-supervised Relation Extraction in Biomedical Literature
  8 May 2020 0 repositories listed
• FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph
  4 May 2020 0 repositories listed
• A French Corpus and Annotation Schema for Named Entity Recognition and Relation Extraction of Financial News
  1 May 2020 0 repositories listed
• Brand-Product Relation Extraction Using Heterogeneous Vector Space Representations
  1 May 2020 0 repositories listed
• Building a Multimodal Entity Linking Dataset From Tweets
  1 May 2020 0 repositories listed
• Domain Adapted Distant Supervision for Pedagogically Motivated Relation Extraction
  1 May 2020 0 repositories listed
• Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction
  1 May 2020 0 repositories listed
• Ontology-Style Relation Annotation: A Case Study
  1 May 2020 0 repositories listed
• Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations
  1 May 2020 0 repositories listed
• Recurrent Interaction Network for Jointly Extracting Entities andClassifying Relations
  1 May 2020 0 repositories listed
• Reproducing Neural Ensemble Classifier for Semantic Relation Extraction inScientific Papers
  1 May 2020 0 repositories listed
• WEXEA: Wikipedia EXhaustive Entity Annotation
  1 May 2020 0 repositories listed
• WikiPossessions: Possession Timeline Generation as an Evaluation Benchmark for Machine Reading Comprehension of Long Texts
  1 May 2020 0 repositories listed
• Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships
  29 Apr 2020 0 repositories listed
• A Practical Framework for Relation Extraction with Noisy Labels Based on Doubly Transitional Loss
  28 Apr 2020 0 repositories listed
• Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction
  21 Apr 2020 0 repositories listed
• Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents
  21 Apr 2020 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation
  16 Apr 2020 0 repositories listed
• Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification
  13 Apr 2020 0 repositories listed
• Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction
  13 Apr 2020 0 repositories listed
• A Corpus Study and Annotation Schema for Named Entity Recognition and Relation Extraction of Business Products
  7 Apr 2020 0 repositories listed
• A German Corpus for Fine-Grained Named Entity Recognition and Relation Extraction of Traffic and Industry Events
  7 Apr 2020 0 repositories listed
• Efficient long-distance relation extraction with DG-SpanBERT
  7 Apr 2020 0 repositories listed
• More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
  7 Apr 2020 0 repositories listed
• DARE: Data Augmented Relation Extraction with GPT-2
  6 Apr 2020 0 repositories listed
• Named Entities in Medical Case Reports: Corpus and Experiments
  29 Mar 2020 0 repositories listed
• HIN: Hierarchical Inference Network for Document-Level Relation Extraction
  28 Mar 2020 0 repositories listed
• Cross-Lingual Adaptation Using Universal Dependencies
  24 Mar 2020 0 repositories listed
• Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction
  10 Mar 2020 0 repositories listed
• Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach
  6 Mar 2020 0 repositories listed
• Unique Chinese Linguistic Phenomena
  23 Feb 2020 0 repositories listed
• Neural Relation Prediction for Simple Question Answering over Knowledge Graph
  18 Feb 2020 0 repositories listed
• GREG: A Global Level Relation Extraction with Knowledge Graph Embedding
  10 Feb 2020 0 repositories listed
• A Neural Architecture for Person Ontology population
  22 Jan 2020 0 repositories listed
• A logic-based relational learning approach to relation extraction: The OntoILPER system
  13 Jan 2020 0 repositories listed
• Chemical-induced Disease Relation Extraction with Dependency Information and Prior Knowledge
  2 Jan 2020 0 repositories listed
• Few-shot Relation Extraction via Bayesian Meta-learning on Task Graphs
  1 Jan 2020 0 repositories listed
• Combining Context and Knowledge Representations for Chemical-Disease Relation Extraction
  23 Dec 2019 0 repositories listed
• Knowledge-guided Convolutional Networks for Chemical-Disease Relation Extraction
  23 Dec 2019 0 repositories listed
• The performance evaluation of Multi-representation in the Deep Learning models for Relation Extraction Task
  17 Dec 2019 0 repositories listed
• Integrating Deep Learning with Logic Fusion for Information Extraction
  6 Dec 2019 0 repositories listed
• Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision
  2 Dec 2019 0 repositories listed
• Improving Neural Relation Extraction with Positive and Unlabeled Learning
  28 Nov 2019 0 repositories listed
• Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction
  27 Nov 2019 0 repositories listed
• Are Noisy Sentences Useless for Distant Supervised Relation Extraction?
  22 Nov 2019 0 repositories listed
• Improving Relation Classification by Entity Pair Graph
  17 Nov 2019 0 repositories listed
• Improving Distant Supervised Relation Extraction by Dynamic Neural Network
  15 Nov 2019 0 repositories listed
• Relation Adversarial Network for Low Resource Knowledge Graph Completion
  8 Nov 2019 0 repositories listed
• On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning
  4 Nov 2019 0 repositories listed
• A Constituency Parsing Tree based Method for Relation Extraction from Abstracts of Scholarly Publications
  1 Nov 2019 0 repositories listed
• A Multi-Task Learning Framework for Extracting Bacteria Biotope Information
  1 Nov 2019 0 repositories listed
• Bacteria Biotope Relation Extraction via Lexical Chains and Dependency Graphs
  1 Nov 2019 0 repositories listed
• BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes
  1 Nov 2019 0 repositories listed
• Cross-lingual Structure Transfer for Relation and Event Extraction
  1 Nov 2019 0 repositories listed
• Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas
  1 Nov 2019 0 repositories listed
• Deep Bidirectional Transformers for Relation Extraction without Supervision
  1 Nov 2019 0 repositories listed
• DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature
  1 Nov 2019 0 repositories listed
• Distant Supervised Relation Extraction with Separate Head-Tail CNN
  1 Nov 2019 0 repositories listed
• Easy First Relation Extraction with Information Redundancy
  1 Nov 2019 0 repositories listed
• Extracting Complex Relations from Banking Documents
  1 Nov 2019 0 repositories listed
• Improving Distantly-Supervised Relation Extraction with Joint Label Embedding
  1 Nov 2019 0 repositories listed
• Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature
  1 Nov 2019 0 repositories listed
• Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning
  1 Nov 2019 0 repositories listed
• Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction
  1 Nov 2019 0 repositories listed
• Recognizing UMLS Semantic Types with Deep Learning
  1 Nov 2019 0 repositories listed
• Relation Extraction among Multiple Entities Using a Dual Pointer Network with a Multi-Head Attention Mechanism
  1 Nov 2019 0 repositories listed
• Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised Relation Extraction
  1 Nov 2019 0 repositories listed
• Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction
  1 Nov 2019 0 repositories listed
• Towards Extracting Medical Family History from Natural Language Interactions: A New Dataset and Baselines
  1 Nov 2019 0 repositories listed
• Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning
  1 Nov 2019 0 repositories listed
• YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction
  1 Nov 2019 0 repositories listed
• Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping
  31 Oct 2019 0 repositories listed
• Attention-Gated Graph Convolutions for Extracting Drug Interaction Information from Drug Labels
  28 Oct 2019 0 repositories listed
• HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion
  17 Oct 2019 0 repositories listed
• Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding
  9 Oct 2019 0 repositories listed
• Improving Relation Extraction with Knowledge-attention
  7 Oct 2019 0 repositories listed
• Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models
  3 Oct 2019 0 repositories listed
• Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture
  26 Sep 2019 0 repositories listed
• Global Locality in Biomedical Relation and Event Extraction
  11 Sep 2019 0 repositories listed
• Nearly-Unsupervised Hashcode Representations for Relation Extraction
  9 Sep 2019 0 repositories listed
• An Auxiliary Classifier Generative Adversarial Framework for Relation Extraction
  6 Sep 2019 0 repositories listed
• Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
  2 Sep 2019 0 repositories listed
• An Improved Neural Baseline for Temporal Relation Extraction
  1 Sep 2019 0 repositories listed
• EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks
  1 Sep 2019 0 repositories listed
• The Impact of Semantic Linguistic Features in Relation Extraction: A Logical Relational Learning Approach
  1 Sep 2019 0 repositories listed
• Learning to Infer Entities, Properties and their Relations from Clinical Conversations
  30 Aug 2019 0 repositories listed
• Temporal Reasoning Graph for Activity Recognition
  27 Aug 2019 0 repositories listed
• Jointly Modeling Hierarchical and Horizontal Features for Relational Triple Extraction
  23 Aug 2019 0 repositories listed
• Transfer Learning for Relation Extraction via Relation-Gated Adversarial Learning
  22 Aug 2019 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.