Relation Extraction

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7 papers in the last four weeks, up 133% on the four weeks before. 0.1% of all new papers.

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  1. RAEGNet: Relation-Aware Evidence Graph Network for Harm-Aware Multimodal Fake News Detection

    Sep 29, 2026Wenbin Shen, Guoxuan Qin, Guangxu Yao +4Fake News DetectionFake News

    Nanjing University of Science and Technology · Zhejiang University · University of Chinese Academy of Sciences

  2. ConRAG: Lightweight inference of multi-hop relations

    Sep 28, 2026Kilian Bänziger, Sonia Laguna, Markus Kreft +4Multi-Hop ReasoningRelation Extraction

    Agentic Systems Lab ETH Zurich · Agentic Systems Lab, ETH Zurich Norwegian University of Science and Technology

  3. SALI: Shot-Aware Late Interaction for Cross-Shot Relation Matching in Text-to-Video Retrieval using Film-Grammar Knowledge

    Sep 24, 2026Toya Oyama, Rainer Lienhart, Shin'ichi SatohRelation ExtractionMultimodal Retrieval

    The University of Tokyo · National Institute of Informatics · University of Augsburg

  4. HUMAID-NER: A Disaster Tweet Dataset for Joint Named Entity Recognition and Event Classification via Uncertainty-Weighted Multitask Learning

    Sep 15, 2026Aijaz Ali, Nazish Basir, Sarfaraz Nawaz +2Named-Entity RecognitionIndonesian E-Commerce Reviews

    Department of Software Engineering University of Sindh Jamshoro, Pakistan · Department of Information Technology University of Sindh Jamshoro, Pakistan · Dr. A. H. S. Bukhari Postgraduate Centre of ICT University of Sindh Jamshoro, Pakistan +1

  5. RelateAnything: Real-Time Open-Vocabulary Relation Prediction From Any Inputs

    Sep 14, 2026Maëlic NeauOpen-VocabularyRelation Extraction

    Independent Researcher

  6. CMNIE: An Information Extraction Benchmark for Chinese Military News

    Sep 11, 2026Yan Yu, Mengna Zhu, Zhenyu Song +3Relation ExtractionHeadlines

    Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, China

  7. Who Argues What? Joint Argument-Entity Detection and Classification in Political Debates

    Sep 9, 2026Lucio La Cava, Stefano Francesco Monea, Sergio GrecoDebatePolitical Discourse

    DIMES Dept., University of Calabria v. P. Bucci 44Z, 87036 Rende, CS, Italy

  8. TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction

    Sep 1, 2026Marco Martinelli, Laura MenottiInformation ExtractionRelation Extraction

    Department of Information Engineering, University of Padova, Padova, Italy

  9. Automated Tree Knowledge Graph Construction using Ontology Expansion and Retrieval from Vietnamese History Textbooks

    Sep 1, 2026Ket Doan Nguyen, Minh N. H. NguyenKnowledge GraphsRelation Extraction

    The University of Danang, Vietnam-Korea University of Information and Communication Technology, Danang, Vietnam

  10. Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation

    Aug 31, 2026Riya Ahuja, Tim Kacprowski, Roya Shiasi SardoabiBiomedical TextChunk

    Institute of Data Science in Biomedicine, TU Braunschweig, Braunschweig, Germany · Braunschweig Integrated Centre of Systems Biology, TU Braunschweig, Braunschweig, Germany

  11. A Grounded and Decomposed Framework for Relation-Level Hallucination Evaluation in Abstractive Summarization

    Aug 8, 2026Praveen Kumar Katwe, Rakesh Chandra Balabantaray, Kali Prasad Vittala +1Citation Hallucination DetectionSummarization

    Dept. of CSE IIIT Bhubaneswar Bhubaneswar, Odisha, India · Informatica Bengaluru, Karnataka, India · TEKsystems Global Services Bengaluru, Karnataka, India

  12. UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction

    Aug 5, 2026Bo Kong, Liruiz Jia, Yi Liang +5Cross-ModalModalities

    Xinjiang University · Urumqi, China · Chongqing Jiaotong University +1

  13. ANCHOR-RE: An Agentic Neuro-Symbolic Framework for Grounded Biomedical Relation Extraction

    Aug 4, 2026Shufan Ming, Yikun Han, Gibong Hong +2Relation ExtractionClinical Reasoning Training

    School of Information Sciences, University of Illinois Urbana-Champaign, 501 E Daniel St., Champaign, 61820, IL, USA · Division of Computational Health Sciences, Department of Surgery, University of Minnesota, 516 Delaware St SE, Minneapolis, 55455, MN, USA

  14. CONSISTRE: A Unified Consistency-Aware Framework for Document-Level Relation Extraction with Large Language Models

    Jul 27, 2026Mingxuan SunRelation ExtractionLLM Reasoning Strategies

    Department of Computer Science, Universit´e de Sherbrooke, Sherbrooke, Canada

  15. LA-RL: Label-Aware Self-Reflection for Reinforcement Learning in Information Extraction

    Jul 26, 2026Xiao You, Tianwei Yan, Zixu Shan +2Information ExtractionRelation Extraction

    Hefei University of Technology, Hefei, China · Chongqing Jiaotong University, Chongqing, China

  16. An Ontology-Guided, Deduplication-Aware Extraction Layer for Knowledge Graph Construction from Heterogeneous Documents

    Jul 22, 2026Vaibhav Dangaich, Kevin Lewis, Kundeshwar PundalikKnowledge GraphsRelation Extraction

  17. Lightweight Person-Place Relation Extraction from Historical Newspapers with Dependency Graphs and Proximity Features

    Jul 22, 2026Mlen-Too WesleyRelation ExtractionGraph-Based Retrieval

    Georgia Institute of Technology, Atlanta, GA, USA

  18. Drift-Aware Temporal Graph Rewiring (DATGR) for Adaptive Semantic Modeling in Biomedical Text

    Jul 9, 2026Bharathwaj Vijayakumar, Sahana K. VaradarajuTemporal Graph Neural NetworksBiomedical Text

    Institutional Data and Analytics, Rowan University, NJ, USA · Information Resources & Technology, Rowan University, NJ, USA

  19. OntoLearner: A Modular Python Library for Ontology Learning with Large Language Models

    Jul 2, 2026Hamed Babaei Giglou, Jennifer D'Souza, Andrei Aioanei +2OntologyLearn

    TIB – Leibniz Information Centre for Science and Technology, Hannover, Germany · 3IBM Research, New York, USA · 1TIB – Leibniz Information Centre for Science and Technology, Hannover, Germany +1

  20. RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules

    Jul 1, 2026Ádám Kovács, Nadia Verdha, Gábor RecskiNatural Language ProcessingRelation Extraction

    KR Labs

  21. Two-Stage Prompt Optimization for Few-Shot Relation Extraction: From Reasoning-Guided Search to Gradient-Guided Refinement

    Jun 28, 2026Aunabil Chakma, Mihai Surdeanu, Eduardo BlancoPrior Prompt Optimization TechniquesRelation Extraction

    University of Arizona, Tucson, AZ, USA

  22. DistilledGemma: Balanced Efficiency-Accuracy for Person-Place Relation Extraction from Multilingual Historical Articles

    Jun 28, 2026Youssef Aboelwafa, Ahmed Samir, Nagwa Elmakky +1Relation ExtractionKnowledge Distillation

    1Alexandria University, Egypt

  23. Mapping Political-Elite Networks in Europe with a Multilingual Joint Entity-Relation Extraction Pipeline

    Jun 25, 2026Kirill Solovev, Jana LasserRelation ExtractionComputational Social Science

    IDea_Lab, University of Graz

  24. ReaORE: Reasoning-Guided Progressive Open Relation Extraction Empowered by Large Reasoning Models

    Jun 25, 2026Xin Lin, Liang Zhang, Guoqi Ma +2Relation ExtractionRelational Deep Learning

    National Institute for Data Science in Health and Medicine, Xiamen University, China · School of Informatics, Xiamen University

  25. Overview of HIPE-2026: Person-Place Relation Extraction from Multilingual Historical Texts

    Jun 24, 2026Juri Opitz, Maud Ehrmann, Corina Raclé +3Relation ExtractionHistory

    University of Zurich, Switzerland · 2 École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland · Swiss Federal Institute of Technology Zurich (ETHZ), Switzerland

  26. Sub-Billion, Super-Frontier: Small Language Models Rival Zero-Shot Frontier LLMs on General and Literary Relation Extraction

    Jun 21, 2026Despina Christou, Grigorios TsoumakasSmall Large Language ModelsBert-Based Models

    School of Informatics, Aristotle University of Thessaloniki, 54124, Greece · Archimedes, Athena Research Center, Greece

  27. IHUBERT: Vector-Based Semantic Deduplication and Domain-Balanced Pretraining for Persian Resources

    Jun 18, 2026Arash Ghafouri, Mahdi Firouzmandi, Hossein Saberi +1PersianLarge Language Model Pretraining

    Department of Artificial Intelligence and Cognitive Science, Imam Hossein Comprehensive University, Tehran, Iran.

  28. FineREX: Fine-Tuned NER-RE for Human Smuggling Knowledge Graphs

    Jun 18, 2026Elijah Feldman, Dipak Meher, Carlotta DomeniconiRelation ExtractionKnowledge Graphs

    Thomas Jefferson High School for Science and Technology, Annandale, VA, USA · Department of Computer Science, George Mason University, Fairfax, VA, USA

  29. Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning?

    Jun 13, 2026Jakob Mraz, Tomaž Curk, Blaž ZupanRelation ExtractionRelational Deep Learning

    University of Ljubljana, Ljubljana, Slovenia · Baylor College of Medicine, Houston, Texas, USA

  30. SSDAU: Structured Semantic Data Augmentation for Joint Entity and Relation Extraction

    May 22, 2026Jiawei He, Mengyu Shi, Jiawei Liu +6Relation ExtractionData Augmentation

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China · Amap, Alibaba Group, China · University of Alberta, Edmonton, Canada +1

  31. SAVER: Selective As-Needed Vision Evidence for Multimodal Information Extraction

    May 20, 2026Miaobo Hu, Shuhao Hu, Bokun Wang +5Multimodal UnderstandingRelation Extraction

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100092, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing 100049, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China

  32. Context-aware Entity-Relation Extraction for Threat Intelligence Knowledge Graphs

    May 15, 2026Inoussa Mouiche, sherif SaadCyber Threat IntelligenceRelation Extraction

    School of Computer Science, University of Windsor, ON, Canada

  33. GLiNER-Relex: A Unified Framework for Joint Named Entity Recognition and Relation Extraction

    May 11, 2026Ihor Stepanov, Oleksandr Lukashov, Mykhailo Shtopko +1Relation ExtractionNamed-Entity Recognition

    Knowledgator Engineering, Kyiv, Ukraine · Baldor Technologies Pvt. Ltd. (IDfy), Mumbai, India

  34. TIJERE: A Novel Threat Intelligence Joint Extraction Model Based on Analyst Expert Knowledge

    May 3, 2026Inoussa Mouiche, Sherif SaadCyber Threat IntelligenceRelation Extraction

    School of Computer Science, University of Windsor, 401 Sunset Ave, Windsor, N9B 3P4, ON, Canada

  35. RexDrug: Reliable Multi-Drug Combination Extraction through Reasoning-Enhanced LLMs

    Mar 9, 2026Zhijun Wang, Ling Luo, Dinghao Pan +4Drug-Drug InteractionsRelation Extraction

    School of Computer Science and Technology, Dalian University of Technology, No.2 Linggong Road, Ganjingzi District, Liaoning 116024, China · Cancer Hospital of Dalian University of Technology, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Liaoning 110042, China

  36. CLEF HIPE-2026: Evaluating Accurate and Efficient Person-Place Relation Extraction from Multilingual Historical Texts

    Feb 19, 2026Juri Opitz, Corina Raclé, Emanuela Boros +4Relation ExtractionChorus

    University of Zurich, Switzerland · École Polytechnique Fédérale de Lausanne (EPFL), Switzerland · Swiss Art Research Infrastructure (SARI), University of Zurich

  37. SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP

    Sep 9, 2025Decheng Duan, Yingyi Zhang, Jitong Peng +1Relation ExtractionNatural Language Processing

    Nanjing University of Science and Technology, China · Soochow University, China