{"total":202,"rows":[{"id":"2104.08821","title":"SimCSE: Simple Contrastive Learning of Sentence Embeddings","created":"2021-04-18","cited_by_count":2173,"area":null},{"id":"2308.03281","title":"Towards General Text Embeddings with Multi-stage Contrastive Learning","created":"2023-08-07","cited_by_count":723,"area":null},{"id":"2203.02053","title":"Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning","created":"2022-03-03","cited_by_count":561,"area":null},{"id":"2201.10005","title":"Text and Code Embeddings by Contrastive Pre-Training","created":"2022-01-24","cited_by_count":361,"area":null},{"id":"2105.02605","title":"GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph","created":"2021-05-06","cited_by_count":143,"area":null},{"id":"2204.10298","title":"DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings","created":"2022-04-21","cited_by_count":132,"area":null},{"id":"2206.05941","title":"Towards Universal Sequence Representation Learning for Recommender Systems","created":"2022-06-13","cited_by_count":121,"area":null},{"id":"2104.06979","title":"TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning","created":"2021-04-14","cited_by_count":116,"area":null},{"id":"2309.12871","title":"AnglE-optimized Text Embeddings","created":"2023-09-22","cited_by_count":99,"area":null},{"id":"2104.08027","title":"Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders","created":"2021-04-16","cited_by_count":88,"area":null},{"id":"2307.16645","title":"Scaling Sentence Embeddings with Large Language Models","created":"2023-07-31","cited_by_count":85,"area":null},{"id":"2201.04337","title":"PromptBERT: Improving BERT Sentence Embeddings with Prompts","created":"2022-01-12","cited_by_count":75,"area":null},{"id":"2104.01767","title":"WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach","created":"2021-04-05","cited_by_count":69,"area":null},{"id":"2401.12143","title":"Anisotropy Is Inherent to Self-Attention in Transformers","created":"2024-01-22","cited_by_count":63,"area":null},{"id":"2205.00656","title":"Debiased Contrastive Learning of Unsupervised Sentence Representations","created":"2022-05-02","cited_by_count":56,"area":null},{"id":"2201.05979","title":"SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples","created":"2022-01-16","cited_by_count":39,"area":null},{"id":"2209.10117","title":"A Comprehensive Survey on Trustworthy Recommender Systems","created":"2022-09-21","cited_by_count":32,"area":null},{"id":"2311.05296","title":"BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings","created":"2023-11-09","cited_by_count":32,"area":null},{"id":"2203.06875","title":"Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning","created":"2022-03-14","cited_by_count":30,"area":null},{"id":"2201.12093","title":"PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings","created":"2022-01-28","cited_by_count":29,"area":null},{"id":"2305.01918","title":"Improving Contrastive Learning of Sentence Embeddings from AI Feedback","created":"2023-05-03","cited_by_count":29,"area":"alignment"},{"id":"2210.06432","title":"InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings","created":"2022-10-08","cited_by_count":26,"area":null},{"id":"2404.03921","title":"Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models","created":"2024-04-05","cited_by_count":26,"area":null},{"id":"2202.13093","title":"Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding","created":"2022-02-26","cited_by_count":25,"area":null},{"id":"2305.16726","title":"RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank","created":"2023-05-26","cited_by_count":23,"area":null},{"id":"2204.10931","title":"MCSE: Multimodal Contrastive Learning of Sentence Embeddings","created":"2022-04-22","cited_by_count":22,"area":null},{"id":"2212.06950","title":"Pre-trained Language Models Can be Fully Zero-Shot Learners","created":"2022-12-14","cited_by_count":22,"area":null},{"id":"2305.17746","title":"Whitening-based Contrastive Learning of Sentence Embeddings","created":"2023-05-28","cited_by_count":21,"area":null},{"id":"2203.02679","title":"Just Rank: Rethinking Evaluation with Word and Sentence Similarities","created":"2022-03-05","cited_by_count":20,"area":null},{"id":"2203.07847","title":"SCD: Self-Contrastive Decorrelation for Sentence Embeddings","created":"2022-03-15","cited_by_count":20,"area":null},{"id":"2509.23883","title":"DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning","created":"2025-09-28","cited_by_count":20,"area":null},{"id":"2109.12599","title":"DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings","created":"2021-09-26","cited_by_count":19,"area":null},{"id":"2205.07208","title":"Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization","created":"2022-05-15","cited_by_count":19,"area":null},{"id":"2305.13175","title":"Discovering Universal Geometry in Embeddings with ICA","created":"2023-05-22","cited_by_count":19,"area":null},{"id":"2305.17446","title":"Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models","created":"2023-05-27","cited_by_count":19,"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":"2210.01185","title":"ContraCLM: Contrastive Learning For Causal Language Model","created":"2022-10-03","cited_by_count":18,"area":null},{"id":"2304.01434","title":"VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution","created":"2023-04-04","cited_by_count":17,"area":null},{"id":"2306.00458","title":"Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity","created":"2023-06-01","cited_by_count":17,"area":null},{"id":"2206.02457","title":"Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives","created":"2022-06-06","cited_by_count":16,"area":null},{"id":"2305.06154","title":"Alleviating Over-smoothing for Unsupervised Sentence Representation","created":"2023-05-09","cited_by_count":16,"area":null},{"id":"2212.09170","title":"On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning","created":"2022-12-18","cited_by_count":15,"area":null},{"id":"2305.13192","title":"SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives","created":"2023-05-22","cited_by_count":15,"area":null},{"id":"2402.15048","title":"Unlocking the Power of Large Language Models for Entity Alignment","created":"2024-02-23","cited_by_count":15,"area":null},{"id":"2408.12116","title":"Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning","created":"2024-08-22","cited_by_count":15,"area":null},{"id":"2208.11790","title":"Addressing Token Uniformity in Transformers via Singular Value Transformation","created":"2022-08-24","cited_by_count":14,"area":null},{"id":"2502.11401","title":"Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment","created":"2025-02-17","cited_by_count":14,"area":null},{"id":"2403.17486","title":"KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning","created":"2024-03-26","cited_by_count":13,"area":"distill"},{"id":"2601.03666","title":"e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings","created":"2026-01-07","cited_by_count":13,"area":null},{"id":"2105.07623","title":"Sentence Similarity Based on Contexts","created":"2021-05-17","cited_by_count":12,"area":null},{"id":"2210.08474","title":"Sentence Representation Learning with Generative Objective rather than Contrastive Objective","created":"2022-10-16","cited_by_count":12,"area":null},{"id":"2301.12715","title":"Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features","created":"2023-01-30","cited_by_count":12,"area":null},{"id":"2210.07547","title":"Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding","created":"2022-10-14","cited_by_count":11,"area":null},{"id":"2506.01435","title":"Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings","created":"2025-06-02","cited_by_count":11,"area":null},{"id":"2209.09433","title":"Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings","created":"2022-09-20","cited_by_count":10,"area":null},{"id":"2210.14427","title":"ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select","created":"2022-10-26","cited_by_count":10,"area":null},{"id":"2410.11462","title":"Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing","created":"2024-10-15","cited_by_count":10,"area":null},{"id":"2210.16536","title":"Differentiable Data Augmentation for Contrastive Sentence Representation Learning","created":"2022-10-29","cited_by_count":9,"area":null},{"id":"2312.01053","title":"End-to-End Speech-to-Text Translation: A Survey","created":"2023-12-02","cited_by_count":9,"area":null},{"id":"2410.24200","title":"Length-Induced Embedding Collapse in PLM-based Models","created":"2024-10-31","cited_by_count":9,"area":null},{"id":"2112.06392","title":"The Overlooked Classifier in Human-Object Interaction Recognition","created":"2021-12-13","cited_by_count":8,"area":null},{"id":"2209.00218","title":"Isotropic Representation Can Improve Dense Retrieval","created":"2022-09-01","cited_by_count":8,"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":"2304.03468","title":"Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets","created":"2023-04-07","cited_by_count":8,"area":null},{"id":"2309.11143","title":"CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought","created":"2023-09-20","cited_by_count":8,"area":"lr"},{"id":"2402.08183","title":"Pixel Sentence Representation Learning","created":"2024-02-13","cited_by_count":8,"area":null},{"id":"2109.00253","title":"Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast","created":"2021-09-01","cited_by_count":7,"area":null},{"id":"2210.05098","title":"IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces","created":"2022-10-11","cited_by_count":7,"area":null},{"id":"2304.10309","title":"Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning","created":"2023-04-20","cited_by_count":7,"area":null},{"id":"2410.13428","title":"Generate and Instantiate What You Prefer: Text-Guided Diffusion for Sequential Recommendation","created":"2024-10-17","cited_by_count":7,"area":"diffusion"},{"id":"2209.10951","title":"An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning","created":"2022-09-22","cited_by_count":6,"area":null},{"id":"2210.07485","title":"Holistic Sentence Embeddings for Better Out-of-Distribution Detection","created":"2022-10-14","cited_by_count":6,"area":null},{"id":"2210.11989","title":"Optimizing text representations to capture (dis)similarity between political parties","created":"2022-10-21","cited_by_count":6,"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":"2305.10786","title":"Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings","created":"2023-05-18","cited_by_count":6,"area":null},{"id":"2310.16193","title":"Length is a Curse and a Blessing for Document-level Semantics","created":"2023-10-24","cited_by_count":6,"area":null},{"id":"2203.07687","title":"Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation","created":"2022-03-15","cited_by_count":5,"area":null},{"id":"2210.09773","title":"Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation","created":"2022-10-18","cited_by_count":5,"area":null},{"id":"2210.13749","title":"AugCSE: Contrastive Sentence Embedding with Diverse Augmentations","created":"2022-10-20","cited_by_count":5,"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":"2305.10136","title":"Additive manifesto decomposition: A policy domain aware method for understanding party positioning","created":"2023-05-17","cited_by_count":5,"area":null},{"id":"2306.07656","title":"Is Anisotropy Inherent to Transformers?","created":"2023-06-13","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":"2401.17092","title":"NNOSE: Nearest Neighbor Occupational Skill Extraction","created":"2024-01-30","cited_by_count":5,"area":null},{"id":"2406.10984","title":"Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings","created":"2024-06-16","cited_by_count":5,"area":null},{"id":"2501.08413","title":"Labeling Free-text Data using Language Model Ensembles","created":"2025-01-14","cited_by_count":5,"area":null},{"id":"2206.10029","title":"SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation","created":"2022-06-20","cited_by_count":4,"area":null},{"id":"2210.02284","title":"Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics","created":"2022-10-05","cited_by_count":4,"area":null},{"id":"2212.08802","title":"Relational Sentence Embedding for Flexible Semantic Matching","created":"2022-12-17","cited_by_count":4,"area":null},{"id":"2304.04152","title":"Continual Graph Convolutional Network for Text Classification","created":"2023-04-09","cited_by_count":4,"area":null},{"id":"2310.13499","title":"DistillCSE: Distilled Contrastive Learning for Sentence Embeddings","created":"2023-10-20","cited_by_count":4,"area":"distill"},{"id":"2312.04775","title":"How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey","created":"2023-12-08","cited_by_count":4,"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":"2504.04400","title":"Pre-training Generative Recommender with Multi-Identifier Item Tokenization","created":"2025-04-06","cited_by_count":4,"area":null},{"id":"2109.08820","title":"Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems","created":"2021-09-18","cited_by_count":3,"area":null},{"id":"2305.07424","title":"Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding","created":"2023-05-12","cited_by_count":3,"area":null},{"id":"2305.08655","title":"Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering","created":"2023-05-15","cited_by_count":3,"area":null},{"id":"2310.10962","title":"Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning","created":"2023-10-17","cited_by_count":3,"area":null},{"id":"2402.07271","title":"Previously on the Stories: Recap Snippet Identification for Story Reading","created":"2024-02-11","cited_by_count":3,"area":null}],"next_cursor":"100"}