Methods › Natural Language Processing › Sentence Embeddings › SBERT

Sentence-BERT

SBERT

64 papers tagged archive 2025-07-28

Introduced by Nils Reimers et al. in Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 64, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Conservative Bias in Large Language Models: Measuring Relation Predictions
  9 Jun 2025 · 0 repositories · arXiv:2506.08120
• Object Navigation with Structure-Semantic Reasoning-Based Multi-level Map and Multimodal Decision-Making LLM
  6 Jun 2025 · 0 repositories · arXiv:2506.05896
• AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database
  19 May 2025 · 0 repositories · arXiv:2505.13406
• Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation
  26 Apr 2025 · 1 repository · arXiv:2504.18804
• LLMs in the Classroom: Outcomes and Perceptions of Questions Written with the Aid of AI
  23 Mar 2025 · 0 repositories · arXiv:2503.18995
• Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas
  23 Mar 2025 · 0 repositories · arXiv:2503.18226
• Scaling Crowdsourced Election Monitoring: Construction and Evaluation of Classification Models for Multilingual and Cross-Domain Classification Settings
  5 Mar 2025 · 0 repositories · arXiv:2503.03582
• WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning
  15 Jan 2025 · 1 repository · arXiv:2501.16344
• Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)
  5 Dec 2024 · 0 repositories · arXiv:2412.03817
• Leveraging large language models for efficient representation learning for entity resolution
  15 Nov 2024 · 0 repositories · arXiv:2411.10629
• Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses
  29 Oct 2024 · 0 repositories · arXiv:2411.08910
• Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter
  21 Oct 2024 · 1 repository · arXiv:2410.15743
• Evaluating Deduplication Techniques for Economic Research Paper Titles with a Focus on Semantic Similarity using NLP and LLMs
  2 Oct 2024 · 0 repositories · arXiv:2410.01141
• Individuation in Neural Models with and without Visual Grounding
  27 Sep 2024 · 0 repositories · arXiv:2409.18868
• GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation
  23 Sep 2024 · 0 repositories · arXiv:2409.15566
• Towards Building Efficient Sentence BERT Models using Layer Pruning
  21 Sep 2024 · 0 repositories · arXiv:2409.14168
• QiBERT -- Classifying Online Conversations Messages with BERT as a Feature
  9 Sep 2024 · 0 repositories · arXiv:2409.05530
• A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations
  4 Sep 2024 · 0 repositories · arXiv:2409.02712
• CIKMar: A Dual-Encoder Approach to Prompt-Based Reranking in Educational Dialogue Systems
  16 Aug 2024 · 0 repositories · arXiv:2408.08805
• Universal Cross-Lingual Text Classification
  16 Jun 2024 · 0 repositories · arXiv:2406.11028
• Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams
  18 Mar 2024 · 0 repositories · arXiv:2403.15455
• Dental Severity Assessment through Few-shot Learning and SBERT Fine-tuning
  24 Feb 2024 · 0 repositories · arXiv:2402.15755
• Word Embeddings Revisited: Do LLMs Offer Something New?
  16 Feb 2024 · 0 repositories · arXiv:2402.11094
• AutoIE: An Automated Framework for Information Extraction from Scientific Literature
  30 Jan 2024 · 0 repositories · arXiv:2401.16672
• Analyzing Film Adaptation through Narrative Alignment
  7 Nov 2023 · 1 repository · arXiv:2311.04020
• Compositional Semantics for Open Vocabulary Spatio-semantic Representations
  8 Oct 2023 · 0 repositories · arXiv:2310.04981
• Harnessing Pre-Trained Sentence Transformers for Offensive Language Detection in Indian Languages
  3 Oct 2023 · 0 repositories · arXiv:2310.02249
• SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels
  21 Sep 2023 · 0 repositories · arXiv:2309.13080
• The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties
  7 Sep 2023 · 0 repositories · arXiv:2309.03747
• Multi-BERT for Embeddings for Recommendation System
  24 Aug 2023 · 0 repositories · arXiv:2308.13050

Tasks archive 2025-07-28

20 shown of 103 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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