Browse State-of-the-Art › Relation Extraction › Papers, page 8
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 8 of 20: papers 701 to 800 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.
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DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations8 Jul 2025 0 repositories listed
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Multiple Streams of Relation Extraction: Enriching and Recalling in Transformers25 Jun 2025 0 repositories listed
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Summarization for Generative Relation Extraction in the Microbiome Domain10 Jun 2025 0 repositories listed
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Conservative Bias in Large Language Models: Measuring Relation Predictions9 Jun 2025 0 repositories listed
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CREFT: Sequential Multi-Agent LLM for Character Relation Extraction30 May 2025 0 repositories listed
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Generating Diverse Training Samples for Relation Extraction with Large Language Models29 May 2025 0 repositories listed
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VulCPE: Context-Aware Cybersecurity Vulnerability Retrieval and Management20 May 2025 0 repositories listed
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A Structured Literature Review on Traditional Approaches in Current Natural Language Processing19 May 2025 0 repositories listed
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Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets16 May 2025 0 repositories listed
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Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints14 May 2025 0 repositories listed
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Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning14 May 2025 0 repositories listed
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Evaluation of LLMs on Long-tail Entity Linking in Historical Documents6 May 2025 0 repositories listed
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Zero-Shot Document-Level Biomedical Relation Extraction via Scenario-based Prompt Design in Two-Stage with LLM2 May 2025 0 repositories listed
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WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation31 Mar 2025 0 repositories listed
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Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach23 Mar 2025 0 repositories listed
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Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP21 Mar 2025 0 repositories listed
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COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction18 Mar 2025 0 repositories listed
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GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation16 Mar 2025 0 repositories listed
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An Empirical Study of Causal Relation Extraction Transfer: Design and Data8 Mar 2025 0 repositories listed
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Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition7 Mar 2025 0 repositories listed
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Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence6 Mar 2025 0 repositories listed
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Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension3 Mar 2025 0 repositories listed
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Few-shot Continual Relation Extraction via Open Information Extraction23 Feb 2025 0 repositories listed
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Extraction multi-étiquettes de relations en utilisant des couches de Transformer21 Feb 2025 0 repositories listed
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MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning21 Feb 2025 0 repositories listed
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Beyond Pairwise: Global Zero-shot Temporal Graph Generation16 Feb 2025 0 repositories listed
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The Joint Entity-Relation Extraction Model Based on Span and Interactive Fusion Representation for Chinese Medical Texts with Complex Semantics13 Feb 2025 0 repositories listed
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MAQInstruct: Instruction-based Unified Event Relation Extraction6 Feb 2025 0 repositories listed
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Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution31 Jan 2025 0 repositories listed
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Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier9 Jan 2025 0 repositories listed
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Towards a scalable AI-driven framework for data-independent Cyber Threat Intelligence Information Extraction8 Jan 2025 0 repositories listed
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CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction4 Jan 2025 0 repositories listed
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Rethinking Relation Extraction: Beyond Shortcuts to Generalization with a Debiased Benchmark2 Jan 2025 0 repositories listed
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KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities31 Dec 2024 0 repositories listed
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AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models29 Dec 2024 0 repositories listed
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KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis22 Dec 2024 0 repositories listed
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Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences16 Dec 2024 0 repositories listed
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Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models16 Dec 2024 0 repositories listed
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Feature engineering vs. deep learning for paper section identification: Toward applications in Chinese medical literature15 Dec 2024 0 repositories listed
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LLMs-in-the-Loop Part 2: Expert Small AI Models for Anonymization and De-identification of PHI Across Multiple Languages14 Dec 2024 0 repositories listed
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AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology12 Dec 2024 0 repositories listed
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Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective11 Dec 2024 0 repositories listed
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Prompting Large Language Models for Clinical Temporal Relation Extraction4 Dec 2024 0 repositories listed
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A survey on cutting-edge relation extraction techniques based on language models27 Nov 2024 0 repositories listed
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RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements24 Nov 2024 0 repositories listed
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LLM-IE: A Python Package for Generative Information Extraction with Large Language Models18 Nov 2024 0 repositories listed
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Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards7 Nov 2024 0 repositories listed
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Graph-DPEP: Decomposed Plug and Ensemble Play for Few-Shot Document Relation Extraction with Graph-of-Thoughts Reasoning5 Nov 2024 0 repositories listed
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PRIMO: Progressive Induction for Multi-hop Open Rule Generation2 Nov 2024 0 repositories listed
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BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts31 Oct 2024 0 repositories listed
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Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document30 Oct 2024 0 repositories listed
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Few-shot Open Relation Extraction with Gaussian Prototype and Adaptive Margin27 Oct 2024 0 repositories listed
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Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model18 Oct 2024 0 repositories listed
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The Effects of Hallucinations in Synthetic Training Data for Relation Extraction10 Oct 2024 0 repositories listed
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Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering7 Oct 2024 0 repositories listed
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Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting2 Oct 2024 0 repositories listed
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Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences15 Sep 2024 0 repositories listed
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DiVA-DocRE: A Discriminative and Voice-Aware Paradigm for Document-Level Relation Extraction7 Sep 2024 0 repositories listed
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Multimodal Relational Triple Extraction with Query-based Entity Object Transformer16 Aug 2024 0 repositories listed
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Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction14 Aug 2024 0 repositories listed
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Generalized knowledge-enhanced framework for biomedical entity and relation extraction13 Aug 2024 0 repositories listed
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Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models5 Aug 2024 0 repositories listed
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GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction31 Jul 2024 0 repositories listed
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Event-Arguments Extraction Corpus and Modeling using BERT for Arabic30 Jul 2024 0 repositories listed
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Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation13 Jul 2024 0 repositories listed