{"total":36,"rows":[{"id":"2306.08189","title":"Language models are not naysayers: An analysis of language models on negation benchmarks","created":"2023-06-14","cited_by_count":74,"area":null},{"id":"2305.15077","title":"Contrastive Learning of Sentence Embeddings from Scratch","created":"2023-05-24","cited_by_count":24,"area":null},{"id":"2206.14719","title":"Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision","created":"2022-06-29","cited_by_count":18,"area":null},{"id":"2305.06154","title":"Alleviating Over-smoothing for Unsupervised Sentence Representation","created":"2023-05-09","cited_by_count":16,"area":null},{"id":"2209.04333","title":"Ranking-Enhanced Unsupervised Sentence Representation Learning","created":"2022-09-09","cited_by_count":15,"area":null},{"id":"2402.17238","title":"Does Negative Sampling Matter? A Review with Insights into its Theory and Applications","created":"2024-02-27","cited_by_count":15,"area":null},{"id":"2307.07380","title":"Composition-contrastive Learning for Sentence Embeddings","created":"2023-07-14","cited_by_count":14,"area":null},{"id":"2207.00758","title":"MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages","created":"2022-07-02","cited_by_count":11,"area":null},{"id":"2210.03963","title":"SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning","created":"2022-10-08","cited_by_count":8,"area":null},{"id":"2602.01359","title":"PaAno: Patch-Based Representation Learning for Time-Series Anomaly Detection","created":"2026-02-01","cited_by_count":7,"area":null},{"id":"2211.03348","title":"Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding","created":"2022-11-07","cited_by_count":6,"area":null},{"id":"2305.09892","title":"Clustering-Aware Negative Sampling for Unsupervised Sentence Representation","created":"2023-05-17","cited_by_count":5,"area":null},{"id":"2306.05083","title":"Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS","created":"2023-06-08","cited_by_count":5,"area":null},{"id":"2309.07396","title":"DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective","created":"2023-09-14","cited_by_count":5,"area":null},{"id":"2401.13621","title":"DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning","created":"2024-01-24","cited_by_count":4,"area":null},{"id":"2409.12887","title":"Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning","created":"2024-09-19","cited_by_count":4,"area":null},{"id":"2405.20527","title":"Towards Ontology-Enhanced Representation Learning for Large Language Models","created":"2024-05-30","cited_by_count":3,"area":null},{"id":"2505.00389","title":"CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass","created":"2025-05-01","cited_by_count":3,"area":null},{"id":"2207.02008","title":"Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching","created":"2022-07-05","cited_by_count":2,"area":null},{"id":"2307.10932","title":"Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations","created":"2023-07-20","cited_by_count":2,"area":null},{"id":"2402.11815","title":"HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text?","created":"2024-02-19","cited_by_count":2,"area":null},{"id":"2205.14981","title":"ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System","created":"2022-05-30","cited_by_count":1,"area":null},{"id":"2303.05143","title":"ESCL: Equivariant Self-Contrastive Learning for Sentence Representations","created":"2023-03-09","cited_by_count":1,"area":null},{"id":"2305.09556","title":"Adapting Sentence Transformers for the Aviation Domain","created":"2023-05-16","cited_by_count":1,"area":null},{"id":"2310.09720","title":"HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings","created":"2023-10-15","cited_by_count":1,"area":null},{"id":"2503.09094","title":"Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation","created":"2025-03-12","cited_by_count":1,"area":null},{"id":"2304.08991","title":"D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings","created":"2023-04-18","cited_by_count":0,"area":null},{"id":"2306.10056","title":"Generate to Understand for Representation","created":"2023-06-14","cited_by_count":0,"area":null},{"id":"2310.14837","title":"Harnessing Attention Mechanisms: Efficient Sequence Reduction using Attention-based Autoencoders","created":"2023-10-23","cited_by_count":0,"area":null},{"id":"2405.16153","title":"DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries","created":"2024-05-25","cited_by_count":0,"area":null},{"id":"2408.04975","title":"reCSE: Portable Reshaping Features for Sentence Embedding in Self-supervised Contrastive Learning","created":"2024-08-09","cited_by_count":0,"area":null},{"id":"2506.11674","title":"Cross-Modal Clustering-Guided Negative Sampling for Self-Supervised Joint Learning from Medical Images and Reports","created":"2025-06-13","cited_by_count":0,"area":null},{"id":"2508.03453","title":"Cropping outperforms dropout as an augmentation strategy for self-supervised training of text embeddings","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2604.21555","title":"Finding Meaning in Embeddings: Concept Separation Curves","created":"2026-04-23","cited_by_count":0,"area":null},{"id":"2605.22247","title":"IdioLink: Retrieving Meaning Beyond Words Across Idiomatic and Literal Expressions","created":"2026-05-21","cited_by_count":0,"area":null},{"id":"2606.19638","title":"MiqraBERT: Regression-Based Sentence-BERT Finetuning for Biblical Hebrew Parallel Detection","created":"2026-06-17","cited_by_count":0,"area":null}],"next_cursor":null}