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5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

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  1. Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies

    Sep 29, 2026Hui Ren, Lei Fan, Henry Pao +5Long Video Question AnsweringStreaming Video Understanding

    University of Illinois Urbana-Champaign · Amazon.com, Inc.

  2. Follow the Entities: A Corpus Map for Agentic Search

    Sep 29, 2026Soyeong Jeong, Sujay Kumar Jauhar, Sung Ju Hwang +1Agentic SearchText Corpora

    KAIST · Microsoft

  3. BaLEEN: Biasing with Latent Encoded Entities for Context-Aware ASR

    Sep 29, 2026Chihiro Taguchi, Yotaro Kubo, Rujikorn CharakornAutomatic Speech RecognitionKeyword Spotting

    University of Notre Dame, Department of Computer Science and Engineering, IN, USA · Sakana AI, Tokyo, Japan

  4. Mitigating Entity Type Confusion in Cross-Domain NER via Multidimensional Quantification and Reasoning Enhancement

    Sep 21, 2026Jingyu Wang, Shijie Wu, Fusheng JinNamed-Entity RecognitionEntities

    Beijing Institute of Technology

  5. On the Impact of Anonymization on the Performance of Large Language Models

    Sep 10, 2026Tobias Deußer, Max Hahnbück, Lorenz Sparrenberg +3AnonymizationLanguage Modeling

    University of Bonn, Bonn, Germany · 2Fraunhofer IAIS, Sankt Augustin, Germany · 3Lamarr Institute for Machine Learning and Artificial Intelligence, Bonn, Germany +1

  6. A Circuit for Plural Reference: How LLMs Represent and Retrieve Singular and Plural Entities

    Sep 3, 2026Anh Danh, Rick Nouwen, Massimo PoesioCoreference ResolutionEntities

    Utrecht University · Queen Mary University of London

  7. Type-Balanced Contextual Learning for Incremental Named Entity Recognition

    Aug 31, 2026Duzhen Zhang, Yahan Yu, Xiuyi Chen +2Named-Entity RecognitionIn-Context Learning

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE · Kyoto University, Kyoto, Japan · Institute of Automation, Chinese Academy of Sciences, Beijing, China +2

  8. Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation

    Aug 26, 2026Pankaj Kumar, Subhankar MishraKnowledge GraphsEntities

    National Institute of Science Education and Research · Homi Bhabha National Institute

  9. Enhancing Scientific Named Entity Recognition via Large Language Models: A Type-driven Multi-task Learning Approach

    Aug 9, 2026Tong Bao, Yi Zhao, Heng Zhang +1Named-Entity RecognitionScientific Discovery

    Department of Information Management, Nanjing University of Science and Technology, Nanjing, 210094, China · School of Management, Anhui University, 230000, China · School of Information Management, Central China Normal University, 430070, China

  10. Persistent Semantic Entities in Tool-Augmented LLM Systems

    Aug 8, 2026Zhaohui WangEntitiesIntermediate States

    USC Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA.

  11. Neighborhood-Aware Dual Biomedical Entity Linking

    Aug 4, 2026Yicheng Tao, Jie LiuMedical OntologyEntities

    Department of Electrical Engineering and Computer Science, University of Michigan · Gilbert S. Omenn Department of Computational Medicine and Bioinformatics, University of Michigan

  12. DiffImaginE: Imagine to Verify Entity Types with Diffusion

    Aug 4, 2026Feng Zhang, Feiyu Han, Rongxin Yang +11Named-Entity RecognitionIdentity-Conditioned Latent Diffusion Models

    1Fuzhou University · 2Chinese Academy of Sciences · 6Fullive Innovation (Beijing) AI Technology Co., Ltd. +5

  13. TELLER: Dual-Path Iterative Preference Optimization for Table Entity Linking

    Jul 29, 2026Yixin Peng, Kehao Li, Stefan DeckerEntitiesBacktranslation Augmented Direct Preference Optimization

    RWTH Aachen, Ahornstraße 55, 52074 Aachen, Germany

  14. THGFM: Dual-Branch Temporal Heterogeneous Graph Fusion Model

    Jul 29, 2026Yixin Peng, Diego Collarana, Er Jin +1Temporal Graph Neural NetworksMulti-Stream Temporal Fusion

    RWTH Aachen University, Aachen, Germany · Fraunhofer FIT, Sankt Augustin, Germany

  15. IRIS: Reusable Identity Representations from Frozen LLMs for Entity Alignment

    Jul 28, 2026Xinran Liu, Shengtao Li, Shouqian Shi +2Hierarchical Semantic AlignmentEntities

  16. ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagrams

    Jul 27, 2026Ali Ansari, Yasmin Mohammadi, Farnoush Nili +3DiagramsSchema

    Temple University · Department of Computer and Information Sciences · Philadelphia, PA, USA

  17. SINT-Flow: Schema Integration using Large Language Model Workflows

    Jul 27, 2026Keti Korini, Christian BizerSchemaRelational Databases

    University of Mannheim Mannheim, Germany

  18. Deceptive Grounding: Entity Attribution Failure in Clinical Retrieval-Augmented Generation

    Jul 10, 2026Cedric Caruzzo, Donggeun Yoo, Tae Soo KimClinical Reasoning TrainingClinical

    Lunit

  19. Single-Entity Spiking Neuron Models: Survey

    Jul 8, 2026Leon Parepko, Danila Shulepin, Albert NasybullinNeuronsBiological

    Innopolis University Innopolis, Russia

  20. MV-GEL: Language-Driven Multi-View Geometric Entity Localization on Meshes

    Jun 30, 2026Kartik Bali, Roland Aydin3D GeometrySequential Visual Localization

    Helmholtz Zentrum Hereon, Max-Planck-Strasse 1, 21502 Geesthacht, Germany · Institute for Continuum and Material Mechanics, Hamburg University of Technology, Eissendorfer Strasse 42, 21073 Hamburg, Germany · German Research Center for Artificial Intelligence, Campus D3 2, 66123 Saarbrücken, Germany

  21. Exploring the relationship between team institutional composition and novelty in academic papers based on fine-grained knowledge entities

    Jun 30, 2026Ziling Chen, Chengzhi Zhang, Heng Zhang +3TeamworkInstitutions

    Department of Information Management, Nanjing University of Science and Technology, Nanjing, China

  22. A Study of Temporal Fusion Strategies for Named Entity Recognition in Historical Texts

    Jun 26, 2026Emanuela BorosMulti-Stream Temporal FusionEntities

    Digital Humanities Laboratory, EPFL, Lausanne, Switzerland

  23. GNBAN: Graph Neural Basis Attention Networks for Long-Horizon Forecasting over Large Entity Sets

    Jun 26, 2026Janak M. Patel, Anirudh Deodhar, Dagnachew BirruLong-Horizon ForecastingEntities

    Phi Labs, Quantiphi Marlborough, MA 01752, USA

  24. Narrative-UFET: Narrative Generation for Ultra-Fine Entity Typing

    Jun 25, 2026Mreedul Gupta, Advait Deshmukh, Ashwin Umadi +2NarrativesNarrative Generation

    University of Colorado Boulder

  25. Understanding Domain-Aware Distribution Alignment in Budgeted Entity Matching

    Jun 25, 2026Nicholas Pulsone, Gregory Goren, Roee ShragaDistributional AlignmentEntities

    Worcester Polytechnic Institute · Worcester, MA · Israel

  26. 3D Spatial Pattern Matching

    Jun 25, 2026Nicole R. Schneider, Avik Das, Lukas Arzoumanidis +3Shape CorrespondenceSubgraphs

    University of Maryland College Park, USA · HafenCity University Hamburg, Germany

  27. Entity Resolution via Batched Oracle Queries

    Jun 23, 2026Lorenzo Balzotti, Donatella Firmani, Luca Gagliardelli +1OraclesEntities

    Sapienza University of Rome, Rome, Italy · Universit`a eCampus, Italy · University of Modena and Reggio Emilia, Modena, Italy

  28. Toten: A Knowledge-Based System For Structure-Preserving Representation Of Physical Quantities And Technical Notation In Brazilian Portuguese

    Jun 17, 2026Antonio de Sousa Leitão Filho, Allan Kardec Duailibe Barros Filho, Fabrício Saul Lima. Selby Mykael Lima dos Santos +1PortugueseEntities

    Aia Context, São Luís, Brazil · Universidade Federal do Maranhão, São Luís, Maranhão, Brazil · Universidade de São Paulo, São Paulo, Brazil

  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. A Formal Framework for Declarative Agentic AI in Business Process Analysis

    Jun 13, 2026Mohammad Azarijafari, Luisa Mich, Michele MissikoffEntities

    Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123, Trento, Italy · Istituto di Analisi dei Sistemi ed Informatica (IASI) “Antonio Ruberti”, National Research Council (CNR), Via dei Taurini 19, 00185, Rome, Italy

  31. Q-GNN: Query-Conditioned Graph Neural Networks with Type Awareness for Knowledge Graph Completion

    Jun 4, 2026Dongxiao He, Ruqiong Zhang, Zhizhi Yu +4Knowledge Graph CompletionGnn-Based Detectors

    College of Intelligence and Computing, Tianjin University

  32. Do Language Models Track Entities Across State Changes?

    May 28, 2026Zilu Tang, Qiao Zhao, Gabriel Franco +4EntitiesState-Tracking

    Department of Computer Science, Boston University, Boston, USA · Department of Data Science, Monash University, Indonesia · Faculty of Computer Science, University of Vienna, Austria +1

  33. Frontier LLM-based agents can overcome the ontology curation bottleneck for natural phenotypes

    May 27, 2026James P. Balhoff, Hilmar LappPhenotypesData-Curation

    Renaissance Computing Institute, University of North Carolina, Chapel Hill, North Carolina, USA · Neuromatch, USA

  34. A Lightweight Hybrid Transformer-CRF Architecture for Multi-Type Bangla Medical Entity Recognition

    May 25, 2026Peyal Saha, Ahsanul Haque Hasib, Shoumik Barman PolokMedical OntologyBert-Based Models

    Dept. of CSE KUET, Khulna, Bangladesh

  35. Agent Manufacturing: Foundation-Model Agents as First-Class Industrial Entities

    May 24, 2026Yilei ZhangModel-Based Multi-Agent SystemsCognitive Science

    Department of Mechanical Engineering University of Canterbury Christchurch, New Zealand

  36. What Do Biomedical NER and Entity Linking Benchmarks Measure? A Corpus-Centric Diagnostic Framework

    May 19, 2026Robert Leaman, Rezarta Islamaj, Zhiyong LuMedical OntologyNamed-Entity Recognition

    National Library of Medicine, Bethesda, MD

  37. GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction

    May 13, 2026Yifan Duan, Siyuan Zheng, Lihuan Li +2Greenhouse GasBuilding Information Modeling

    School of Computer Science and Engineering University of New South Wales

  38. MEME: Multi-entity & Evolving Memory Evaluation

    May 12, 2026Seokwon Jung, Alexander Rubinstein, Arnas Uselis +2Peak MemoryMemes

    1KAIST AI · 2Tübingen AI Center, University of Tübingen · 3NAVER AI Lab

  39. IRC-Bench: Recognizing Entities from Contextual Cues in First-Person Reminiscences

    May 7, 2026Yehudit Aperstein, Eden Moran, Alexander ApartsinEntitiesContextual Cues

    Intelligent Systems, Afeka Academic College of Engineering, Tel Aviv, Israel · School of Computer Science, Faculty of Sciences, Holon Institute of Technology, Holon, Israel

  40. M3^3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering

    Apr 28, 2026Jiatong Ma, Longteng Guo, Yuchen Liu +4Knowledge-Based Visual Question AnsweringMultimodal Reasoning

    Institute of Automation, Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences

  41. Dynamically Acquiring Text Content to Enable the Classification of Lesser-known Entities for Real-world Tasks

    Apr 24, 2026Fahmida Alam, Ellen RiloffLarge Language Model ClassificationNatural Language Processing

    University of Arizona, Tucson, AZ, USA

  42. Unlocking the Power of Large Language Models for Multi-table Entity Matching

    Apr 23, 2026Yingkai Tang, Taoyu Su, Wenyuan Zhang +2Entities

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China · School of Information Engineering China University of Geosciences Beijing, Beijing, China

  43. Slot Machines: How LLMs Keep Track of Multiple Entities

    Apr 22, 2026Paul C. Bogdan, Jack LindseyEntities

    Anthropic Fellows Program · Anthropic

  44. SAKE: Self-aware Knowledge Exploitation-Exploration for Grounded Multimodal Named Entity Recognition

    Apr 22, 2026Jielong Tang, Xujie Yuan, Jiayang Liu +6Named-Entity RecognitionKnowledge Graph Embeddings

    Sun Yat-sen University Zhuhai, China · Shandong Normal University Jinan, China · University of the Chinese Academy of Sciences Beijing, China +2

  45. BioELX: Context-Aware Cross-lingual Biomedical Entity Linking without Task-Specific Supervision

    Apr 9, 2026Yi Wang, Corina Dima, Liangyu Zhong +1Medical OntologyLife Sciences Research

    Institute for AI, University of Stuttgart · Technical University of Berlin · University of Southampton

  46. Navigating Taxonomic Expansions of Entity Sets Driven by Knowledge Bases

    Dec 17, 2025Giovanni Amendola, Pietro Cofone, Marco Manna +1EntitiesTaxonomy

    University of Calabria, Rende, Italy · University of Cyprus, Nicosia, Cyprus

  47. All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing

    Date pendingAdvait Deshmukh, Ashwin Umadi, Dananjay Srinivas +1EntitiesLarge Language Model Pretraining

    University of Colorado Boulder