Domain-Invariant Text Embeddings

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Twelve weeks of publication activity for this topic as it is defined today.

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Period ending 2026-09-07

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A weekly snapshot of new work published in Domain-Invariant Text Embeddings.

43 papers

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  1. Dynamics of meaning: Towards the Evaluation of Diachronic Semantic Change in Sinhala

    Sep 8, 2026Nevidu Jayatilleke, Nisansa de SilvaLow-Resource LanguagesDomain-Invariant Text Embeddings

  2. SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extension

    Aug 7, 2026Daniele Raimondi, Feichi Lu, Oliver Grun +2TaxonomyScientific Discovery

  3. Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation

    Aug 6, 2026Tirth Bhatt, Naren Kumar S, Mayank SinghDomain-Invariant Text EmbeddingsLarge Language Model Adaptation

  4. Evaluating and Mitigating Gender Bias in Pre-trained Embeddings for ML-based Recruitment

    Jul 22, 2026Farnaz Faramarzi Lighvan, Lynn HouthuysGender BiasGender

  5. emb-diversity: A Tool for Embedding-Based Measurement of Data Diversity

    Jul 22, 2026Cantao Su, Menan Velayuthan, Esther Ploeger +2DiversityDomain-Invariant Text Embeddings

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

    Jul 17, 2026Yan Zhu, Y. Chen, Rebecca FaustDomain-Invariant Text EmbeddingsGeo-Contextual Alignment

  7. Beyond Looking Up, Try Looking Around: Harmonizing Global Structure and Local Consistency in Optimal Transport for Short Text Clustering

    Jul 12, 2026Zhihao Yao, Yuxuan Gu, Jixuan Yin +1Pseudo-LabelingCluster Structure

  8. TextileNet: Towards Zero-shot Text-style Segmentation of Manuscripts

    Jul 10, 2026Anguelos Nicolaou, Antonella Ambrosio, Desiree Di Donato +1Handwritten Text RecognitionDomain-Invariant Text Embeddings

  9. MTEB-BR: A Text Embedding Benchmark for Brazilian Portuguese

    Jul 6, 2026Tardelli Ronan Coelho StekelPortugueseDomain-Invariant Text Embeddings

  10. Beyond Multilingual Averages: MTEB-PT, a Benchmark for Portuguese Sentence Encoders

    Jul 5, 2026Lucas Hideki Takeuchi Okamura, Alexandre Alcoforado, Anna Helena Reali CostaDomain-Invariant Text EmbeddingsPortuguese

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

    Jul 2, 2026Yidan Xu, Xiangmin Han, Rundong Xue +1Human Brain NetworksGeo-Contextual Alignment

  12. Training-Free Debiasing of Diffusion Models via CLIP-Guided Denoising Optimization

    Jul 1, 2026Dain Kim, Jinseo Kim, Sungyong BaikText-To-Image Diffusion ModelsDomain-Invariant Text Embeddings

  13. ALEE: Any-Language Evaluation of Embeddings via English-Centric Minimal Pairs

    Jun 30, 2026Andrianos Michail, Stylianos Psychias, Michelle Wastl +3Legal Natural Language Processing BenchmarksDomain-Invariant Text Embeddings

  14. STEB: Style Text Embedding Benchmark

    Jun 30, 2026Rafael Rivera Soto, Anna Wegmann, Cristina AggazzottiDomain-Invariant Text EmbeddingsMachine-Generated Text Detection

  15. Field Order Should Not Matter: Permutation-Invariant Embedding Model Fine-Tuning for Structured Metadata Retrieval

    Jun 29, 2026Aivin V. Solatorio, Olivier Dupriez, Rafael MacalabaMetadataDomain-Invariant Text Embeddings

  16. BitNet Text Embeddings

    Jun 24, 2026Zhen Li, Xin Huang, Liang Wang +8Domain-Invariant Text EmbeddingsEmbedder

  17. SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation

    Jun 11, 2026Marek Šuppa, Andrej Ridzik, Daniel Hládek +2Domain-Invariant Text EmbeddingsMultilingual Large Language Models

  18. Robust Active Learning for Few-Shot Example Selection in Text-to-SQL

    Jun 8, 2026Arash PourhabibText-To-SqlActive Learning

  19. TimpaTeks: Automatic In-place Text Sequence Modification via Diffusion Language Model Steering

    Jun 7, 2026Ryandito Diandaru, Ikhlasul Akmal Hanif, Fadli Aulawi Al Ghiffari +2Diffusion Language ModelsText Generation

  20. Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings

    Jun 5, 2026Songhao Wu, Zhongxin Chen, Yuxuan Liu +3Domain-Invariant Text EmbeddingsLatent Space

  21. GuideCAD: A Lightweight Multimodal Framework for 3D CAD Model Generation via Prefix Embedding

    Jun 5, 2026Minseong Kim, Jinyeong Park, Sungho Park +1Computer-Aided DesignUnified Multimodal Models

  22. ReverseEOL: Improving Training-free Text Embeddings via Text Reversal in Decoder-only LLMs

    Jun 4, 2026Ailiang Lin, Zhuoyun Li, Yusong Wang +3Domain-Invariant Text Embeddings

  23. SEA-LION-Embedding: Open and Reproducible Text Embeddings for Southeast Asia

    Jun 2, 2026Peerat Limkonchotiwat, Raymond Ng, Sarana Nutanong +1Domain-Invariant Text EmbeddingsNatural Language Processing

  24. When Is 0.1% Enough? Analyzing the Combined Effects of Dimensionality Reduction and Quantization on Text Embedding Compression

    May 31, 2026Riku Kisako, Hayato Tsukagoshi, Ryohei SasanoLarge Language Model CompressionDomain-Invariant Text Embeddings

  25. On the Robustness of Multilingual Text Embedding Rankings Across Learning Tasks, Languages, and Benchmark Datasets

    May 29, 2026Ana Gjorgjevikj, Barbara Koroušić Seljak, Tome EftimovDomain-Invariant Text EmbeddingsMultilingual

  26. DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity

    May 28, 2026Kaijie Zheng, Weiqin Wang, Yile Wang +1Geo-Contextual AlignmentDomain-Invariant Text Embeddings

  27. Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction

    May 27, 2026Yuchun Zou, Junhong Tong, Jun LiLarge Language Model CompressionDomain-Invariant Text Embeddings

  28. The Harder Text Embedding Benchmark (HTEB): Beyond One-dimensional Static Robustness

    May 27, 2026Manuel Frank, Haithem AfliDomain-Invariant Text EmbeddingsHard

  29. CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels

    May 22, 2026Mengke Li, Haiquan Ling, Lihao Chen +3Noisy LabelsVision-Language Model Adaptation

  30. Understanding and Improving Noisy Embedding Techniques in Instruction Finetuning

    May 22, 2026Abhay YadavFinetuningDomain-Invariant Text Embeddings

  31. Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization

    May 17, 2026Gunjan Balde, Soumyadeep Roy, Mainack Mondal +1Large Language Model AdaptationSummarization

  32. ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World

    May 14, 2026Ziyin Zhang, Zihan Liao, Hang Yu +2Domain-Invariant Text EmbeddingsMatryoshka Representation Learning

  33. TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection

    May 11, 2026Yifeng Yang, Jubo Feng, Jing Xu +3Out-Of-Distribution DetectionOpen-Vocabulary Object Detection

  34. IPAD-CLIP: Teaching CLIP to Detect Image Local Perceptual Artifacts

    May 9, 2026Juan Wang, Xinyu Sun, Ke Zhang +4Vision EncodersDomain-Invariant Text Embeddings

  35. Embeddings for Preferences, Not Semantics

    May 8, 2026Carter Blair, Ariel D. Procaccia, Milind TambePairwise PreferencesDomain-Invariant Text Embeddings

  36. Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders

    May 2, 2026Ailiang Lin, Zhuoyun Li, Keyu Mao +2Domain-Invariant Text EmbeddingsIn-Context Learning

  37. Is Textual Similarity Invariant under Machine Translation? Evidence Based on the Political Manifesto Corpus

    May 1, 2026Daria Boratyn, Damian Brzyski, Albert Leśniak +5Machine TranslationCross-Lingual Consistency

  38. Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings

    Apr 30, 2026Tomomasa Hara, Hiroto Kurita, Masaaki Imaizumi +2Domain-Invariant Text EmbeddingsGlobal Embeddings

  39. Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models

    Apr 20, 2026Tobias Grantner, Emanuel Sallinger, Martin FlechlDomain-Invariant Text EmbeddingsRecurrent Model

  40. REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning

    Apr 19, 2026Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim +2Domain-Invariant Text EmbeddingsDomain-Adaptation Benchmark

  41. CrossFlowDG: Bridging the Modality Gap with Cross-modal Flow Matching for Domain Generalization

    Apr 18, 2026Antonios Kritikos, Nikolaos Spanos, Athanasios VoulodimosContrastive AlignmentDomain Generalization

  42. JFinTEB: Japanese Financial Text Embedding Benchmark

    Apr 17, 2026Masahiro Suzuki, Hiroki SakajiDomain-Invariant Text EmbeddingsLegal Natural Language Processing Benchmarks

  43. Memory-Efficient FastText: A Comprehensive Approach Using Double-Array Trie Structures and Mark-Compact Memory Management

    Jun 2, 2025Yimin DuN$-Grams FeaturesDomain-Invariant Text Embeddings