Cover Image

TNCSE: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zong, Tianyu, Shi, Bingkang, Yi, Hongzhu, Xu, Jungang
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence Embeddings
by: Zong, Tianyu, et al.
Published: (2025)

Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
by: Oh, Minsik, et al.
Published: (2023)

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives
by: Liu, Wenxiao, et al.
Published: (2024)

RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning
by: Asl, Javad Rafiei, et al.
Published: (2024)

Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning
by: Park, Jeongwoo, et al.
Published: (2024)

Latent Reasoning via Sentence Embedding Prediction
by: Hwang, Hyeonbin, et al.
Published: (2025)

Unsupervised Candidate Ranking for Lexical Substitution via Holistic Sentence Semantics
by: Hu, Zhongyang, et al.
Published: (2025)

A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods
by: Tao, Dehao, et al.
Published: (2021)

CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
by: Zhang, Bowen, et al.
Published: (2023)

Compass-Embedding v4: Robust Contrastive Learning for Multilingual E-commerce Embeddings
by: Ueareeworakul, Pakorn, et al.
Published: (2025)

General Phrase Debiaser: Debiasing Masked Language Models at a Multi-Token Level
by: Shi, Bingkang, et al.
Published: (2023)

FAIRGAMER: Evaluating Social Biases in LLM-Based Video Game NPCs
by: Shi, Bingkang, et al.
Published: (2025)

Think in Sentences: Explicit Sentence Boundaries Enhance Language Model's Capabilities
by: Liu, Zhichen, et al.
Published: (2026)

QueerGen: How LLMs Reflect Societal Norms on Gender and Sexuality in Sentence Completion Tasks
by: Sosto, Mae, et al.
Published: (2026)

Bailong: Bilingual Transfer Learning based on QLoRA and Zip-tie Embedding
by: Chen, Lung-Chuan, et al.
Published: (2024)

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction
by: Liu, Shuliang, et al.
Published: (2022)

Static Word Embeddings for Sentence Semantic Representation
by: Wada, Takashi, et al.
Published: (2025)

Predicting Oscar-Nominated Screenplays with Sentence Embeddings
by: Gross, Francis
Published: (2025)

Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
by: Burdisso, Sergio, et al.
Published: (2024)

SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features
by: Opitz, Juri, et al.
Published: (2022)

LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
by: Philippy, Fred, et al.
Published: (2024)

GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings
by: Thirukovalluru, Raghuveer, et al.
Published: (2024)

Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs
by: Fu, Yuchen, et al.
Published: (2024)

ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings
by: Jeon, Jangyeong, et al.
Published: (2024)

Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
by: Liu, Junlong, et al.
Published: (2024)

NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly
by: Fung, Yi R., et al.
Published: (2022)

Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks
by: Liu, Ziwei, et al.
Published: (2025)

Contrastive Learning for Knowledge-Based Question Generation in Large Language Models
by: Zhang, Zhenhong, et al.
Published: (2024)

2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings
by: Wang, Yumeng, et al.
Published: (2025)

RPO:Reinforcement Fine-Tuning with Partial Reasoning Optimization
by: Yi, Hongzhu, et al.
Published: (2026)

APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation
by: Zheng, Tianyu, et al.
Published: (2026)

On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models
by: Wijesiriwardene, Thilini, et al.
Published: (2023)

Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings
by: Sastre, Ignacio, et al.
Published: (2025)

Mechanistic Decomposition of Sentence Representations
by: Tehenan, Matthieu, et al.
Published: (2025)

Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement
by: Tsai, Yu-Che, et al.
Published: (2025)

Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact Extraction
by: Chen, Jianhao, et al.
Published: (2024)

Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings
by: Hallee, Logan, et al.
Published: (2024)

Edit-Constrained Decoding for Sentence Simplification
by: Zetsu, Tatsuya, et al.
Published: (2024)

Contrastive Weak-to-strong Generalization
by: Jiang, Houcheng, et al.
Published: (2025)

Theoretical Constraints on the Expressive Power of $\mathsf{RoPE}$-based Tensor Attention Transformers
by: Li, Xiaoyu, et al.
Published: (2024)