Hierarchical Semantic Alignment

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  1. A Semiotics-Aware Framework for Evaluating Fidelity and Coverage in Natural Language Generation

    Sep 22, 2026Lorenzo Zangari, Davide PiccaLegal Natural Language Processing BenchmarksHierarchical Semantic Alignment

    University of Lausanne Lausanne, Switzerland

  2. URA-NER: A Unified Retrieval-Augmented Framework with Retrieval Alignment and Uncertainty Reduction for Low-Resource NER

    Sep 21, 2026Jingyu Wang, Shijie Wu, Fusheng JinNamed-Entity RecognitionHierarchical Semantic Alignment

    School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China

  3. Bridging Lexical Divergence: LLM-Assisted, Cost-Efficient, Zero-shot Scientific Entity Linking

    Aug 31, 2026Md Rasel Khondokar, Qiao Qiao, Farjana Sultana Samia +3Medical OntologyScientific Discovery

    Department of Computer Science, Iowa State University, Ames, Iowa, USA

  4. Preference Shapes Relevance: Cross-component Hierarchical Semantic Alignment for Personalized Generative Retrieval

    Aug 31, 2026Gaoming Zhang, Angqing Jiang, Jianchun Song +4Hierarchical Semantic AlignmentPersonalization

    University of Science and Technology of China · Meituan

  5. Label Semantic Expansion via Label Guided Neural Topic Modeling

    Aug 31, 2026Haojia Zheng, Yuyin Lu, Juntian Huang +4Topic ModelingHierarchical Semantic Alignment

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China · Division of Artificial Intelligence, Lingnan University, Hong Kong SAR, China · School of Science and Technology, Hong Kong Metropolitan University, Hong Kong SAR, China

  6. Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment

    Aug 12, 2026Weize Cai, Yongqi Dong, Zhida Shao +1Efficient Semantic SegmentationSemantic Segmentation

    RWTH Aachen University, Aachen, Germany · Delft University of Technology, Delft, The Netherlands · Chang’an University, Xi’an, China

  7. FedCGR: Federated Cross-Domain Generative Recommendation

    Aug 11, 2026Zhuodong Liu, Hugen Lv, Xiangyu Li +2Collaborative FilteringFedavg

    Beijing Jiaotong University China · Shanghai Jiao Tong University China · University of Malaya Malaysia +1

  8. Mind the Gap: A Dual Knowledge Graph Framework for Unified Multi-task User Intent Inference

    Aug 7, 2026Tzu-Cheng Peng, Chien Chin Chen, Chih-Hao Ku +1Knowledge GraphsNatural Language Inference

    National Taiwan University · National Taiwan University, Taiwan · University of North Texas +3

  9. Not All Redundant Tokens Are Alike: Analyzing Visual Token Pruning through Token Roles

    Aug 5, 2026Hyeonyu Kim, Sehwan Lim, Youngwon Choi +2Visual Token PruningLens

    Maum AI Inc., Republic of Korea

  10. Syntax Meets Semantics: Understanding Scientific Formulae

    Aug 3, 2026Yuni Susanti, Moritz SchubotzSyntaxHierarchical Semantic Alignment

    FIZ Karlsruhe Berlin, Germany

  11. Gradient-free Task-Conditioned Retrieval for On-Device In-Context Learning

    Jul 30, 2026Xinyu Luo, Hui Liu, Yihua Shao +3In-Context LearningIn-Context

    City University of Hong Kong, China · Institute of Automation Chinese Academy of Sciences, China

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

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

  13. KeySI: An Interaction Framework for Tuning Text Embeddings Based on Human Feedback

    Jul 17, 2026Yan Zhu, Y. Chen, Rebecca FaustText EmbeddingsHierarchical Semantic Alignment

    Yan Zhu is with Tulane University. · Y. Chen is with Tulane University. · Rebecca Faust* is with Tulane University.

  14. Fine-grained CLIP fine-tuning with self-annotated region alignment

    Jul 15, 2026Chenyang Zhao, Wei Lin, Antoni B. Chan +1Contrastive Language-Image Pre-Training ModelFine-Grained Perception

    Department of Computer Science, City University of Hong Kong · Division of Social Science, Hong Kong University of Science & Technology

  15. Optimal Transport-based Semantic Alignment for LLM-based Audio-Visual Speech Recognition

    Jul 10, 2026Xugang Lu, Peng Shen, Yu Tsao +1Cross-Modal AlignmentLatent Representation Alignment

    National Institute of Information and Communications Technology, Kyoto, Japan · Research Center for Information Technology Innovation, Academia Sinica, Taiwan

  16. FormalRx: Rectify and eXamine Semantic Failures in Autoformalization

    Jul 6, 2026Haocheng Wang, Baiyu Huang, Yingjia Wan +4AutoformalizationFormalization

    LARK Lab, HKUST(GZ) · ETH Zurich · UCLA +3

  17. Beyond Random Sampling: Distribution-Aware Alignment for Semi-Supervised Medical Image Segmentation

    Jul 5, 2026Weihao Yan, Yeqiang Qian, Yi Dong +1Semi-Supervised Medical Image SegmentationDistributional Alignment

    School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Shanghai, China · Department of Ultrasound, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China

  18. Lacuna Inc. at SemEval-2026 Task 4: Structurally Gated State-Space Models for Disentangling Narrative Similarity

    Jul 3, 2026Aleksey Kudelya, Rafif Alshawi, Alexander ShirninNarrativesHierarchical Semantic Alignment

    ïHSE University

  19. Efficient bias mitigation in T2I diffusion models using Concept Graphs

    Jul 3, 2026Mansi, Avinash Kori, Francesco LeofanteText-To-Image Diffusion ModelsDiffusion Alignment

    Department of Computing Imperial College London

  20. KARMA: Knowledge graph-based Automated Reasoning Materialization and Alignment

    Jul 3, 2026Jinkyeong Choi, Chaebin Jeong, Donghyeon ParkHierarchical Semantic AlignmentContrastive Learning

    Sejong University

  21. SABER: A Semantic-Aligned Brain Network Analysis Framework via Multi-scale Hypergraphs

    Jul 2, 2026Yidan Xu, Xiangmin Han, Rundong Xue +1Human Brain NetworksHierarchical Semantic Alignment

    Hangzhou Dianzi University, China · Tsinghua University, China · Xi’an Jiaotong University, China

  22. CORTEX: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph

    Jun 29, 2026Chengtao Gan, Xiaoke Guo, Yushan Zhu +5Text CorporaHierarchical Semantic Alignment

    Zhejiang University · JIUTIAN Research, Beijing, China

  23. ReMAP-PET: Beyond Visual Understanding -- Learning Region-Guided Metabolic Alignment Semantics from Brain PET

    Jun 28, 2026Dasen Dai, Yanteng Zhang, Shuoqi Li +6Positron Emission TomographyMetabolic

    The Chinese University of Hong Kong, HKSAR · TReNDS Center (Georgia State, Georgia Tech, Emory), Atlanta, USA · ShanghaiTech University, Shanghai, P.R.China +3

  24. MOSAIC: Orchestrating Collaborative Knowledge Tracing with Hierarchical Semantic Alignment

    Jun 27, 2026Xinjin Li, Mengyue Wang, Yuzhen Lin +4Hierarchical Semantic AlignmentKnowledge Graph Embeddings

    Columbia University, New York, USA · University of California, Berkeley, Berkeley, USA · School of Information Systems and Management, Carnegie Mellon University, Pittsburgh, PA, USA +4

  25. Learning Complementary Action Modeling from Automotive Maintenance Instructions

    Jun 26, 2026Jiaqi Wu, Bai Li, Jochen Hartmann +2ComplementarityMechanics

    Eindhoven University of Technology, Eindhoven, The Netherlands · Chemnitz University of Technology, Chemnitz, Germany · BMW Group, Munich, Germany

  26. RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers

    Jun 18, 2026Liting Gao, Yonggang Zhu, Yaru Chen +5Audio EditingDiffusion-Based Image Editing

    Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford GU2 7XH, U.K. · School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China · Fisheries College, Ocean University of China, Qingdao, China +1

  27. Variable-Length Tokenization via Learnable Global Merging for Diffusion Transformers

    Jun 18, 2026Dong Hoon Lee, Seunghoon HongDiffusion TransformersVisual Tokenizers

    Kim Jaechul Graduate School of AI, KAIST, Daejeon, South Korea · School of Computing, KAIST, Daejeon, South Korea

  28. MiqraBERT: Regression-Based Sentence-BERT Finetuning for Biblical Hebrew Parallel Detection

    Jun 17, 2026David M. SmileyBert-Based ModelsSimilarity and Metrics

    University of Notre Dame

  29. ttda704 at SemEval-2026 Task 4: Modeling Narrative Structures via Pseudonymization and Multi-View Sentence Alignment

    Jun 14, 2026Tai Tran Tan, An Dinh ThienNarrativesHierarchical Semantic Alignment

    University of Information Technology, Ho Chi Minh City, Vietnam · 2Vietnam National University, Ho Chi Minh City, Vietnam

  30. LASA: A Weak Supervision Method for Open-Vocabulary Scene Sketch Semantic Segmentation

    Jun 10, 2026Liwen Yi, Xianlin Zhang, Yue Zhang +2Semantic SegmentationPixel-Level Annotation

    Beijing University of Posts and Telecommunications Beijing, China

  31. ForensicConcept: Transferable Forensic Concepts for AIGI Detection

    Jun 5, 2026Menyanshu Zhou, Ziyin Zhou, Ke Sun +4Ai-Generated Image DetectionDigital Forensics

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, School of Informatics, Xiamen University, Xiamen 361005, P.R.China · Sino-Russian Research Center for Digital Economy

  32. Harnessing Structural Context for Entity Alignment Foundation Models

    Jun 4, 2026Xingyu Chen, Yuanning Cui, Zequn Sun +1Hierarchical Semantic AlignmentCross-Encoder

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China · Nanjing University of Information Science and Technology, Nanjing, China · National Institute of Healthcare Data Science, Nanjing University, Nanjing, China

  33. Segment-driven Structural Induction and Semantic Alignment for Heterogeneous Tabular Representation

    Jun 1, 2026Woojun Jung, Susik YoonHierarchical Semantic AlignmentInduction

    Department of Computer Science & Engineering, Korea University, Seoul, South Korea.

  34. MyoSem: Aligning Electromyography to Natural-Language Action Semantics for Hand Action Understanding

    May 29, 2026Chiyue Wang, Dong She, Yang Gao +1Surface ElectromyographyHierarchical Semantic Alignment

    South China University of Technology

  35. SemStruct: Contextualizing Semantic Embeddings with Structural Information for Schema Matching

    May 29, 2026Inwon Kang, Kavitha Srinivas, Nandana Mihindukulasooriya +4SchemaKnowledge Graph Embeddings

    Rensselaer Polytechnic Institute · Troy, New York, USA · IBM Research +2

  36. Statistical Embeddings for Similarity, Retrieval, and Interpretable Alignment of Numeric Tabular Datasets

    May 28, 2026M. Ross Kunz, John Merickel, Keith WilsonTabular DataBehavioral Embeddings

    1*Idaho National Laboratory.

  37. MATCHA: Matching Text via Contrastive Semantic Alignment

    May 26, 2026Siran Li, Ece Sena Etoglu, Carsten Eickhoff +1Legal Natural Language Processing BenchmarksHierarchical Semantic Alignment

    University of Tübingen

  38. Where Concept Erasure Should Occur: Concept-Layer Alignment in Text-to-Video Diffusion Models

    May 25, 2026Yiwei Xie, Ping Liu, Zheng ZhangText-To-Video Diffusion ModelsConcept Erasure

    The School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China · Department of Computer Science and Engineering, University of Nevada, Reno, NV, USA.

  39. Label-NTK Alignments and A Tighter Convergence Bound in the NTK Regime

    May 24, 2026Ruchirinkil Marreddy, Chaoyue LiuNeural Tangent KernelOverparameterization

    Elmore Family School of Electrical and Computer Engineering Purdue University

  40. SpecAlign: A Semantic Alignment Framework for SystemVerilog Assertion Generation

    May 24, 2026Jaime Rafael Imperial, Hao ZhengSystemverilog AssertionsHigh-Level Synthesis

    Bellini College of Cybersecurity, AI, and Computing University of South Florida Tampa, USA

  41. CyBOKClaw: Human-in-the-Loop CyBOK Mapping for Cybersecurity Curriculum

    May 23, 2026Yan Lin Aung, Kevin TogbeCybersecurityTop-K

    University of Derby, Derby, UK

  42. GHI: Graphormer over Conditioned Hypergraph Incidence for Aspect-Based Sentiment Analysis

    May 21, 2026Yu Du, Wenlong Zhu, Xingze Li +3SentimentHypergraphs

    Qiqihar University

  43. From Documents to Segments: A Contextual Reformulation for Topic Assignment

    May 18, 2026Hoonsang Yoon, Takyoung Kim, Wonkee Lee +3Topic ModelingLarge Language Model Classification

    1LG AI Research · University of Illinois Urbana-Champaign

  44. Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment

    May 14, 2026Yuchen Sun, Pei Fu, Shaojie Zhang +6Graphical User InterfaceFine-Grained Actions

    1Shanghai Jiao Tong University · 2Xiaomi Inc.

  45. A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning

    May 12, 2026Haibo Chen, Xin Wang, Jiaheng Chao +2Gnn-Based DetectorsInstruction Tuning

    Tsinghua University

  46. Improving Human Image Animation via Semantic Representation Alignment

    May 11, 2026Chang Liu, Mengting Chen, Yixuan Huang +5Human Motion GenerationVideo Latents

    School of Artificial Intelligence, Shanghai Jiao Tong University, China · Alibaba Group, China

  47. RuPLaR : Efficient Latent Compression of LLM Reasoning Chains with Rule-Based Priors From Multi-Step to One-Step

    May 10, 2026Xiaocheng Luo, Kang Wang, Zaifu Zhan +2Chain-of-Thought ReasoningHierarchical Semantic Alignment

    School of Computer Science and Technology, Soochow University, Suzhou, 215006, Jiangsu, PR China · Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, 55455, MN, USA

  48. SARA: Semantically Adaptive Relational Alignment for Video Diffusion Models

    May 8, 2026Jiesong Lian, Zixiang Zhou, Ruizhe Zhong +6Video Diffusion ModelsHierarchical Semantic Alignment

    1Huazhong University of Science and Technology · 2Tencent Hunyuan · 3Shanghai Jiao Tong University +1

  49. FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation

    May 6, 2026Yuanzhi Wang, Xuhua Ren, Jiaxiang Cheng +7Blind Face RestorationFacial Images

    1. Nanyang Technological University · 2. Tencent Hunyuan · 3. University of Science and Technology of China +1

  50. MASRA: MLLM-Assisted Semantic-Relational Consistent Alignment for Video Temporal Grounding

    May 5, 2026Ran Ran, Jiwei Wei, Shuchang Zhou +5Video Temporal GroundingHierarchical Semantic Alignment

    School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China · School of Cyberspace Security, Hainan University, Haikou, China

  51. Semantic-Structural Alignment for Generative Pictorial Charts

    May 5, 2026Zhida Sun, Yulin Zhang, Zheng Gu +4ChartVisual Generation

    Visual Computing Research Center (VCC), College of Computer Science and Software Engineering (CSSE), Shenzhen University, China · Yonsei University, South Korea

  52. TCDA: Thread-Constrained Discourse-Aware Modeling for Conversational Sentiment Quadruple Analysis

    May 3, 2026Xinran Li, Xinze Che, Yifan Lyu +2Hierarchical Semantic AlignmentConversational Context

    School of Software, Dalian University of Technology, Dalian, China · School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China

  53. MILD: Mediator Agent System with Bidirectional Perception and Multi-Layered Alignment for Human-Vehicle Collaboration

    May 2, 2026Jiyao Wang, Yunbiao Wang, Yubo Jiao +6Automated VehiclesModel-Based Multi-Agent Systems

    Department of Civil Engineering, McGill University, Montreal H3A 0G4, Quebec, Canada · Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, Guangdong, China · Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg L-4365, Luxembourg

  54. PLAF: Pixel-wise Language-Aligned Feature Extraction for Efficient 3D Scene Understanding

    Apr 17, 2026Junjie Wen, Junlin He, Fei Ma +13D Scene UnderstandingPixel-Level Prediction

    Pengcheng Laboratory, Shenzhen, 518108, China · The School of Intelligent Engineering, Sun Yat-Sen University-ShenzhenCampus, Shenzhen, Guangdong, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China.

  55. MedLayBench-V: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models

    Apr 7, 2026Han Jang, Junhyeok Lee, Heeseong Eum +1Medical Vision-Language ModelsMultimodal Clinical Data

    Seoul National University · Department of Radiology, Seoul National University Hospital · The Advanced Imaging and Computational Neuroimaging (AICON) Laboratory +2

  56. Learning Concepts, Not Tokens: Self-Supervised Semantic Alignment for Language Models

    Mar 31, 2026Christine Zhang, Dan Jurafsky, Chen ShaniNext-Token PredictionHierarchical Semantic Alignment

    Stanford University

  57. M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR

    Oct 25, 2025Ruixiang Mao, Xiangnan Ma, Qing Yang +7Speech-To-Text AlignmentGrapheme-To-Phoneme

    School of Computer Science and Engineering, Northeastern University, Shenyang, China · NiuTrans Research · Kunming University of Science and Technology, China

  58. Listening to the Wise Few: Query-Key Alignment Unlocks Latent Correct Answers in Large Language Models

    Oct 3, 2024Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva +5Multiple-Choice QuestionsDeepseek

    Skolkovo Institute of Science and Technology · AI Foundation and Algorithm Lab · Moscow Institute of Physics and Technology +2

  59. Agent-OM: Leveraging LLM Agents for Ontology Matching

    Dec 1, 2023Zhangcheng Qiang, Weiqing Wang, Kerry TaylorOntologyLarge Language Model Agents

    Australian National University Canberra, ACT, Australia · Monash University Melbourne, VIC, Australia