Image de couverture de livre

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Liu, Wenxiao, Yang, Zihong, Li, Chaozhuo, Hong, Zijin, Ma, Jianfeng, Liu, Zhiquan, Zhang, Litian, Huang, Feiran
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs
par: Liu, Songyang, et autres
Publié: (2025)

Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
par: Oh, Minsik, et autres
Publié: (2023)

TNCSE: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings
par: Zong, Tianyu, et autres
Publié: (2025)

Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection
par: Zhou, Ziyi, et autres
Publié: (2025)

RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning
par: Asl, Javad Rafiei, et autres
Publié: (2024)

Mitigating Degree Bias Adaptively with Hard-to-Learn Nodes in Graph Contrastive Learning
par: Hu, Jingyu, et autres
Publié: (2025)

Latent Reasoning via Sentence Embedding Prediction
par: Hwang, Hyeonbin, et autres
Publié: (2025)

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
par: Hong, Zijin, et autres
Publié: (2024)

One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
par: Wang, Pengbo, et autres
Publié: (2025)

Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
par: Liu, Junlong, et autres
Publié: (2024)

Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning
par: Park, Jeongwoo, et autres
Publié: (2024)

FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection
par: Zhou, Ziyi, et autres
Publié: (2024)

JTCSE: Joint Tensor-Modulus Constraints and Cross-Attention for Unsupervised Contrastive Learning of Sentence Embeddings
par: Zong, Tianyu, et autres
Publié: (2025)

Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs
par: Pu, Rui, et autres
Publié: (2024)

Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning
par: Wang, Jiaan, et autres
Publié: (2024)

Generating Diverse Negations from Affirmative Sentences
par: Vasquez, Darian Rodriguez, et autres
Publié: (2024)

Think in Sentences: Explicit Sentence Boundaries Enhance Language Model's Capabilities
par: Liu, Zhichen, et autres
Publié: (2026)

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models
par: Li, Chaozhuo, et autres
Publié: (2025)

SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
par: Liu, Kang
Publié: (2024)

MMGeoLM: Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models
par: Sun, Kai, et autres
Publié: (2025)

Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
par: Hong, Zijin, et autres
Publié: (2025)

Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights
par: Zeng, Zijie, et autres
Publié: (2024)

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection
par: Zhou, Ziyi, et autres
Publié: (2025)

Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
par: Chen, Zihao, et autres
Publié: (2025)

Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks
par: Liu, Ziwei, et autres
Publié: (2025)

Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
par: Thakur, Nandan, et autres
Publié: (2025)

Compass-Embedding v4: Robust Contrastive Learning for Multilingual E-commerce Embeddings
par: Ueareeworakul, Pakorn, et autres
Publié: (2025)

ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings
par: Jeon, Jangyeong, et autres
Publié: (2024)

Static Word Embeddings for Sentence Semantic Representation
par: Wada, Takashi, et autres
Publié: (2025)

Predicting Oscar-Nominated Screenplays with Sentence Embeddings
par: Gross, Francis
Publié: (2025)

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
par: Lan, Zhibin, et autres
Publié: (2025)

Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
par: Duan, Shitong, et autres
Publié: (2024)

Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
par: Burdisso, Sergio, et autres
Publié: (2024)

Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction
par: Tang, Zhihao, et autres
Publié: (2025)

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
par: Hong, Zijin, et autres
Publié: (2024)

Improving Multimodal Contrastive Learning of Sentence Embeddings with Object-Phrase Alignment
par: Zhao, Kaiyan, et autres
Publié: (2025)

SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
par: Zhu, Yuxuan, et autres
Publié: (2025)

From Out-of-Distribution Detection to Hallucination Detection: A Geometric View
par: Liu, Litian, et autres
Publié: (2026)

SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features
par: Opitz, Juri, et autres
Publié: (2022)

LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
par: Philippy, Fred, et autres
Publié: (2024)