{"total":83,"rows":[{"id":"2104.08821","title":"SimCSE: Simple Contrastive Learning of Sentence Embeddings","created":"2021-04-18","cited_by_count":2173,"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":"2103.15316","title":"Whitening Sentence Representations for Better Semantics and Faster Retrieval","created":"2021-03-29","cited_by_count":202,"area":null},{"id":"2104.07540","title":"Generating Datasets with Pretrained Language Models","created":"2021-04-15","cited_by_count":193,"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":"2201.04337","title":"PromptBERT: Improving BERT Sentence Embeddings with Prompts","created":"2022-01-12","cited_by_count":75,"area":null},{"id":"2109.04380","title":"ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding","created":"2021-09-09","cited_by_count":74,"area":null},{"id":"2102.07698","title":"How to Learn when Data Reacts to Your Model: Performative Gradient Descent","created":"2021-02-15","cited_by_count":71,"area":null},{"id":"2108.04556","title":"SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation","created":"2021-08-10","cited_by_count":63,"area":null},{"id":"2205.05092","title":"Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words","created":"2022-05-10","cited_by_count":49,"area":null},{"id":"2202.04582","title":"Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations","created":"2022-02-09","cited_by_count":34,"area":null},{"id":"2407.02235","title":"Towards a Holistic Framework for Multimodal Large Language Models in Three-dimensional Brain CT Report Generation","created":"2024-07-02","cited_by_count":31,"area":"mllm"},{"id":"2109.09991","title":"Learning Kernel-Smoothed Machine Translation with Retrieved Examples","created":"2021-09-21","cited_by_count":25,"area":null},{"id":"2102.10809","title":"Local Calibration: Metrics and Recalibration","created":"2021-02-22","cited_by_count":24,"area":null},{"id":"2304.04591","title":"For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal","created":"2023-04-10","cited_by_count":22,"area":"offlinerl"},{"id":"2203.02679","title":"Just Rank: Rethinking Evaluation with Word and Sentence Similarities","created":"2022-03-05","cited_by_count":20,"area":null},{"id":"2109.00055","title":"Sentence Bottleneck Autoencoders from Transformer Language Models","created":"2021-08-31","cited_by_count":19,"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":"2205.14912","title":"E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation","created":"2022-05-30","cited_by_count":19,"area":null},{"id":"2205.04605","title":"Sentence-level Privacy for Document Embeddings","created":"2022-05-10","cited_by_count":16,"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":"2108.12121","title":"Reinforcement Learning-powered Semantic Communication via Semantic Similarity","created":"2021-08-27","cited_by_count":15,"area":null},{"id":"2109.04321","title":"Smoothed Contrastive Learning for Unsupervised Sentence Embedding","created":"2021-09-09","cited_by_count":15,"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":"2211.10997","title":"Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge","created":"2022-11-20","cited_by_count":12,"area":null},{"id":"2302.09268","title":"Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE","created":"2023-02-18","cited_by_count":11,"area":null},{"id":"2103.10334","title":"Structure Inducing Pre-Training","created":"2021-03-18","cited_by_count":10,"area":null},{"id":"2211.11187","title":"L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi","created":"2022-11-21","cited_by_count":10,"area":null},{"id":"2308.14029","title":"Text Matching Improves Sequential Recommendation by Reducing Popularity Biases","created":"2023-08-27","cited_by_count":10,"area":null},{"id":"2504.06227","title":"LExT: Towards Evaluating Trustworthiness of Natural Language Explanations","created":"2025-04-08","cited_by_count":9,"area":null},{"id":"2210.07468","title":"Transparency Helps Reveal When Language Models Learn Meaning","created":"2022-10-14","cited_by_count":8,"area":null},{"id":"2303.01094","title":"CTRLStruct: Dialogue Structure Learning for Open-Domain Response Generation","created":"2023-03-02","cited_by_count":8,"area":null},{"id":"2305.09785","title":"Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models","created":"2023-05-16","cited_by_count":8,"area":null},{"id":"2106.09532","title":"ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling","created":"2021-06-15","cited_by_count":7,"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":"2111.03651","title":"The Curious Layperson: Fine-Grained Image Recognition without Expert Labels","created":"2021-11-05","cited_by_count":7,"area":null},{"id":"2301.13039","title":"Representation biases in sentence transformers","created":"2023-01-30","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":"2408.08073","title":"Extracting Sentence Embeddings from Pretrained Transformer Models","created":"2024-08-15","cited_by_count":7,"area":null},{"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":"2108.00356","title":"Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning","created":"2021-08-01","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":"2204.12225","title":"Flow-Adapter Architecture for Unsupervised Machine Translation","created":"2022-04-26","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":"2301.12548","title":"Global Flood Prediction: a Multimodal Machine Learning Approach","created":"2023-01-29","cited_by_count":4,"area":null},{"id":"2504.04076","title":"Collaboration and Controversy Among Experts: Rumor Early Detection by Tuning a Comment Generator","created":"2025-04-05","cited_by_count":4,"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":"2305.13197","title":"Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval","created":"2023-05-22","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":"2201.06731","title":"Dialog Intent Induction via Density-based Deep Clustering Ensemble","created":"2022-01-18","cited_by_count":2,"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":"2211.08112","title":"An Efficient Active Learning Pipeline for Legal Text Classification","created":"2022-11-15","cited_by_count":2,"area":null},{"id":"2302.14225","title":"Weighted Sampling for Masked Language Modeling","created":"2023-02-28","cited_by_count":2,"area":null},{"id":"2408.09717","title":"SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2507.05006","title":"Do We Really Need Specialization? Evaluating Generalist Text Embeddings for Zero-Shot Recommendation and Search","created":"2025-07-07","cited_by_count":2,"area":null},{"id":"2608.16621","title":"Cost Scales with Change, Not Corpus Size: Incrementally Maintaining an Evolving Semantic Substrate","created":"2026-08-17","cited_by_count":2,"area":"rag"},{"id":"2103.07656","title":"Optimal Embedding Calibration for Symbolic Music Similarity","created":"2021-03-13","cited_by_count":1,"area":null},{"id":"2104.06719","title":"Sentence Embeddings by Ensemble Distillation","created":"2021-04-14","cited_by_count":1,"area":null},{"id":"2203.07648","title":"Contrastive Learning of Sociopragmatic Meaning in Social Media","created":"2022-03-15","cited_by_count":1,"area":null},{"id":"2203.12593","title":"Semantic Similarity Computing for Scientific Academic Conferences fused with domain features","created":"2022-03-21","cited_by_count":1,"area":null},{"id":"2210.05302","title":"Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders","created":"2022-10-11","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":"2304.12674","title":"Compressing Sentence Representation with maximum Coding Rate Reduction","created":"2023-04-25","cited_by_count":1,"area":null},{"id":"2311.03228","title":"An Efficient Self-Supervised Cross-View Training For Sentence Embedding","created":"2023-11-06","cited_by_count":1,"area":null},{"id":"2411.12156","title":"HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives","created":"2024-11-19","cited_by_count":1,"area":null},{"id":"2512.07232","title":"Cross-platform Product Matching Based on Entity Alignment of Knowledge Graph with RAEA model","created":"2025-12-08","cited_by_count":1,"area":null},{"id":"2603.19339","title":"Spectral Tempering for Embedding Compression in Dense Passage Retrieval","created":"2026-03-19","cited_by_count":1,"area":null},{"id":"2606.07502","title":"Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings","created":"2026-06-05","cited_by_count":1,"area":null},{"id":"2108.11992","title":"Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization","created":"2021-08-26","cited_by_count":0,"area":null},{"id":"2209.13241","title":"Regularized Contrastive Learning of Semantic Search","created":"2022-09-27","cited_by_count":0,"area":null},{"id":"2210.15225","title":"BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification","created":"2022-10-27","cited_by_count":0,"area":null},{"id":"2212.01217","title":"Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device","created":"2022-11-03","cited_by_count":0,"area":null},{"id":"2212.04734","title":"MED-SE: Medical Entity Definition-based Sentence Embedding","created":"2022-12-09","cited_by_count":0,"area":null},{"id":"2302.12903","title":"NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation","created":"2023-02-24","cited_by_count":0,"area":null},{"id":"2304.06653","title":"Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection","created":"2023-04-13","cited_by_count":0,"area":null},{"id":"2304.13140","title":"ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode","created":"2023-04-19","cited_by_count":0,"area":null},{"id":"2502.20613","title":"Continuous Adversarial Text Representation Learning for Affective Recognition","created":"2025-02-28","cited_by_count":0,"area":null},{"id":"2605.25384","title":"GeoMathCode: Understanding Interleaved Math-Code Reasoning for Geometry Problem Solving","created":"2026-05-25","cited_by_count":0,"area":"lr"},{"id":"2606.03867","title":"A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs","created":"2026-06-02","cited_by_count":0,"area":"agents"},{"id":"2607.04832","title":"Semantic Homogenization in Italian Popular Music: A Diachronic Analysis","created":"2026-07-06","cited_by_count":0,"area":null}],"next_cursor":null}