Distributional Semantics

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6 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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Latest papers 14

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  1. A Statistical Inference Framework for PMI Estimation and SGNS Word Embeddings

    Oct 4, 2026Zhongqi FanWord EmbeddingsUncertainty Quantification

    Beijing Normal-Hong Kong Baptist University

  2. Compound interpretation is based on analogy

    Oct 1, 2026Tian Shen, Harald BaayenAnalogical ReasoningDistributional Semantics

    School of Foreign Languages, Northwest University, Xi’an, China · Department of Quantitative Linguistics, University of Tübingen, Tübingen, Germany

  3. Can Classical Semantic-Extractive Summarization Be Evaluated in Hindi? A Replication Study

    Sep 24, 2026Showket Ahmad Khan, Mudasir Mohd, Nasrullah Sheikh +4Text SummarizationSummarization Evaluation

    Department of Computer Science, South Campus, University of Kashmir, Anantnag, India · IBM Research, San Jose, CA, USA · Manipal University Jaipur, Dehmi Kalan, Jaipur 303007, Rajasthan, India

  4. Exact semantic readout from compressed vector representations

    Sep 16, 2026Daniel QuigleyLinear ProbingEmbedding Compression

    Center for Possible Minds Indiana University Bloomington Bloomington, IN 47408

  5. Reduplicative constructions in Mandarin: Socio-emotional profiling through distributional semantics

    Sep 15, 2026Chaoyi Wu, Yu-Hsiang Tseng, R. Harald BaayenDistributional Semantics

    1Beihang University · University of Tübingen

  6. Translation Indeterminacy and the Distributional Fallacy

    Sep 7, 2026Michael CarlLLM GroundingDistributional Semantics

    Kent State University Modern and Classical Language Studies

  7. Sparse Mutual Information Graph Averaging for Improving Random Indexing Embeddings

    Aug 6, 2026Sriram Loganathan, Gokul Anand, Aung Bo Bo +2Word EmbeddingsDistributional Semantics

    Department of Computer Science San Jose State University San Jose, CA, USA

  8. Examining the Limits of Word2Vec with Toki Pona

    Jun 15, 2026Daniel Zhenhan Huang, Hongchen WuText Embedding EvaluationDistributional Semantics

    Georgia Institute of Technology Atlanta, GA

  9. Computational conceptual history of scientific concepts: From early digital methods to LLMs

    Jun 2, 2026Michael Zichert, Arno SimonsDistributional SemanticsSemantic Change Detection

  10. Hierarchical Concept Geometry in Language Models Emerges from Word Co-occurrence

    May 22, 2026Andres Nava, Matthieu WyartNeural Representation GeometryWord Embeddings

    Johns Hopkins University · EPFL & Johns Hopkins University

  11. Chinese sensorimotor and embodiment norms for 3,000 lexicalized concepts

    May 21, 2026Jing Chen, Gábor Parti, Yin Zhong +2Distributional SemanticsComputational Psycholinguistics

    Department of Psychology, University of Milano-Bicocca · Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University · Center for Language Education, The Hong Kong University of Science and Technology

  12. Accurate and Efficient Statistical Testing for Word Semantic Breadth

    May 8, 2026Yo EharaTwo-Sample TestingPairwise Comparison

    Tokyo Gakugei University

  13. World Properties without World Models: Distributional Associations and the Interpretation of Decoding Results from Language Models

    Mar 4, 2026Elan BarenholtzLLM World ModelsWord Embeddings

    Department of Psychology & Center for Complex Systems and Brain Sciences Florida Atlantic University

  14. Tokens, the oft-overlooked appetizer: Large language models, the distributional hypothesis, and meaning

    Dec 14, 2024Julia Witte Zimmerman, Denis Hudon, Kathryn Cramer +9LLM InterpretabilityDistributional Semantics

    Computational Story Lab, Vermont Complex Systems Institute, University of Vermont, Burlington, VT 05405, USA · Vermont Complex Systems Institute, University of Vermont, Burlington, VT 05405, USA · Department of Computer Science, St. Michael’s College, Colchester, VT 05439, USA +3