Browse State-of-the-Art › Relation Classification › Papers, page 2

Relation Classification

Papers archive 2025-07-28

archive papers tagged: 445 · with a code link: 160 · where Syntology ran a sample: 29 (25 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (29 of 445 tagged: 25 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 5: papers 101 to 200 of 445, 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.

• Multi-Task Attentive Residual Networks for Argument Mining
  24 Feb 2021 1 repository listed
• "Laughing at you or with you": The Role of Sarcasm in Shaping the Disagreement Space
  26 Jan 2021 1 repository listed
• Relation Classification via Relation Validation
  1 Jan 2021 1 repository listed
• Syntax-Enhanced Pre-trained Model
  28 Dec 2020 1 repository listed
• Document-Level Relation Extraction with Reconstruction
  21 Dec 2020 1 repository listed
• CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification
  12 Dec 2020 1 repository listed
• DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues
  4 Dec 2020 1 repository listed
• CollFrEn: Rich Bilingual English–French Collocation Resource
  1 Dec 2020 1 repository listed
• Meta-Information Guided Meta-Learning for Few-Shot Relation Classification
  1 Dec 2020 1 repository listed
• Zero-shot Relation Classification from Side Information
  13 Nov 2020 1 repository listed
• CODER: Knowledge infused cross-lingual medical term embedding for term normalization
  5 Nov 2020 1 repository listed
• APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning
  1 Nov 2020 1 repository listed
• The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification
  1 Nov 2020 1 repository listed
• RH-Net: Improving Neural Relation Extraction via Reinforcement Learning and Hierarchical Relational Searching
  27 Oct 2020 1 repository listed
• The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification
  19 Oct 2020 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Semi-supervised Relation Extraction via Incremental Meta Self-Training
  6 Oct 2020 1 repository listed
• The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis
  15 Sep 2020 1 repository listed
• NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature
  23 Jun 2020 1 repository listed
• A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
  26 May 2020 1 repository listed
• On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification
  27 Apr 2020 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Relation Transformer Network
  13 Apr 2020 1 repository listed
• SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction
  6 Apr 2020 1 repository listed
• KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
  13 Nov 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT
  9 Nov 2019 1 repository listed
• FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
  16 Oct 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Knowledge Enhanced Contextual Word Representations
  9 Sep 2019 1 repository listed
• Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity
  5 Sep 2019 1 repository listed
• Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text
  21 Aug 2019 1 repository listed
• Zero-shot transfer for implicit discourse relation classification
  30 Jul 2019 1 repository listed
• Collocation Classification with Unsupervised Relation Vectors
  1 Jul 2019 1 repository listed
• Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
  19 Jun 2019 1 repository listed
• Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification
  16 Jun 2019 1 repository listed
• Mining Discourse Markers for Unsupervised Sentence Representation Learning
  28 Mar 2019 1 repository listed
• End-to-end neural relation extraction using deep biaffine attention
  29 Dec 2018 1 repository listed
• Argumentative Link Prediction using Residual Networks and Multi-Objective Learning
  1 Nov 2018 1 repository listed
• Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning
  1 Nov 2018 1 repository listed
• FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
  24 Oct 2018 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Revisiting neural relation classification in clinical notes with external information
  1 Oct 2018 1 repository listed
• Using active learning to expand training data for implicit discourse relation recognition
  1 Oct 2018 1 repository listed
• Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
  26 Sep 2018 1 repository listed
• Crowdsourcing Semantic Label Propagation in Relation Classification
  3 Sep 2018 1 repository listed
• Word-Level Loss Extensions for Neural Temporal Relation Classification
  7 Aug 2018 1 repository listed
• Adversarial Feature Adaptation for Cross-lingual Relation Classification
  1 Aug 2018 1 repository listed
• Convolutional Gated Recurrent Units for Medical Relation Classification
  29 Jul 2018 1 repository listed
• GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification
  15 Apr 2018 1 repository listed
• False Positive and Cross-relation Signals in Distant Supervision Data
  14 Nov 2017 1 repository listed
• Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words
  19 Sep 2017 1 repository listed
• Composing Distributed Representations of Relational Patterns
  23 Jul 2017 1 repository listed
• Attention-Based Convolutional Neural Network for Semantic Relation Extraction
  1 Dec 2016 1 repository listed
• CATENA: CAusal and TEmporal relation extraction from NAtural language texts
  1 Dec 2016 1 repository listed
• Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction
  1 Dec 2016 1 repository listed
• CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations
  27 Oct 2016 1 repository listed
• Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
  1 Aug 2016 1 repository listed
• On the Compositionality and Semantic Interpretation of English Noun Compounds
  1 Aug 2016 1 repository listed
• Learning Semantically and Additively Compositional Distributional Representations
  8 Jun 2016 1 repository listed
• A Latent Variable Recurrent Neural Network for Discourse Relation Language Models
  7 Mar 2016 1 repository listed
• Relation Classification via Recurrent Neural Network
  5 Aug 2015 1 repository listed
• Improved Relation Extraction with Feature-Rich Compositional Embedding Models
  10 May 2015 1 repository listed
• Distant Supervision for Relation Extraction with Matrix Completion
  1 Jun 2014 1 repository listed
• Experiments with Three Approaches to Recognizing Lexical Entailment
  31 Jan 2014 1 repository listed
• HFGCN:Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition
  19 Jan 2025 0 repositories listed
• AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models
  29 Dec 2024 0 repositories listed
• Diversity Over Quantity: A Lesson From Few Shot Relation Classification
  6 Dec 2024 0 repositories listed
• Assessing Open-Source Large Language Models on Argumentation Mining Subtasks
  8 Nov 2024 0 repositories listed
• Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition
  24 Oct 2024 0 repositories listed
• Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features
  6 Sep 2024 0 repositories listed
• Multimodal Relational Triple Extraction with Query-based Entity Object Transformer
  16 Aug 2024 0 repositories listed
• A Global-Local Attention Mechanism for Relation Classification
  1 Jul 2024 0 repositories listed
• Implicit Discourse Relation Classification For Nigerian Pidgin
  26 Jun 2024 0 repositories listed
• An Analysis of Sentential Neighbors in Implicit Discourse Relation Prediction
  16 May 2024 0 repositories listed
• KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery
  16 May 2024 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
• Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification
  5 Mar 2024 0 repositories listed
• Prompting Implicit Discourse Relation Annotation
  7 Feb 2024 0 repositories listed
• Noise in Relation Classification Dataset TACRED: Characterization and Reduction
  21 Nov 2023 0 repositories listed
• Improving Vision-and-Language Reasoning via Spatial Relations Modeling
  9 Nov 2023 0 repositories listed
• Discourse Relations Classification and Cross-Framework Discourse Relation Classification Through the Lens of Cognitive Dimensions: An Empirical Investigation
  1 Nov 2023 0 repositories listed
• Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning
  31 Oct 2023 0 repositories listed
• A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods
  29 Oct 2023 0 repositories listed
• Rethinking Relation Classification with Graph Meaning Representations
  15 Oct 2023 0 repositories listed
• PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming
  13 Oct 2023 0 repositories listed
• Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion
  18 Aug 2023 0 repositories listed
• Improving Zero-shot Relation Classification via Automatically-acquired Entailment Templates
  13 Jul 2023 0 repositories listed
• A Side-by-side Comparison of Transformers for English Implicit Discourse Relation Classification
  7 Jul 2023 0 repositories listed
• Direct Fact Retrieval from Knowledge Graphs without Entity Linking
  21 May 2023 0 repositories listed
• About Evaluation of F1 Score for RECENT Relation Extraction System
  16 May 2023 0 repositories listed
• Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections
  3 May 2023 0 repositories listed
• KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness
  2 May 2023 0 repositories listed
• ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
  28 Apr 2023 0 repositories listed
• Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph
  14 Apr 2023 0 repositories listed
• End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies
  3 Apr 2023 0 repositories listed
• LabelPrompt: Effective Prompt-based Learning for Relation Classification
  16 Feb 2023 0 repositories listed
• A Marker-based Neural Network System for Extracting Social Determinants of Health
  24 Dec 2022 0 repositories listed
• CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification
  11 Nov 2022 0 repositories listed
• Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification
  20 Oct 2022 0 repositories listed
• Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs
  1 Oct 2022 0 repositories listed
• Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning
  1 Oct 2022 0 repositories listed
• Multi-Perspective Document Revision
  1 Oct 2022 0 repositories listed
• Zero-shot Event Causality Identification with Question Answering
  1 Sep 2022 0 repositories listed
• ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy
  4 Jul 2022 0 repositories listed
• Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text
  1 Jul 2022 0 repositories listed

Syntology lines on 6 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.