Image de couverture de livre

Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Huiming, Li, Zhaodonghui, Cheng, Liying, De Wen, Soh, Bing, Lidong
Format:	Preprint
Publié:	2023
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
par: Li, Zhaodonghui, et autres
Publié: (2024)

Exploring the Potential of Large Language Models in Computational Argumentation
par: Chen, Guizhen, et autres
Publié: (2023)

Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
par: He, Liyang, et autres
Publié: (2025)

AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
par: Zhao, Yiran, et autres
Publié: (2024)

Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic
par: Li, Xingxuan, et autres
Publié: (2023)

Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient
par: Li, Mingxin, et autres
Publié: (2024)

AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation
par: Luo, Ziyang, et autres
Publié: (2024)

Training Language Model to Critique for Better Refinement
par: Yu, Tianshu, et autres
Publié: (2025)

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
par: Zhao, Yiran, et autres
Publié: (2025)

Sentence-level Reward Model can Generalize Better for Aligning LLM from Human Preference
par: Qiu, Wenjie, et autres
Publié: (2025)

Pruning General Large Language Models into Customized Expert Models
par: Zhao, Yirao, et autres
Publié: (2025)

SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning
par: Zhu, Dongsheng, et autres
Publié: (2022)

CLEX: Continuous Length Extrapolation for Large Language Models
par: Chen, Guanzheng, et autres
Publié: (2023)

Multilingual Jailbreak Challenges in Large Language Models
par: Deng, Yue, et autres
Publié: (2023)

Large Concept Models: Language Modeling in a Sentence Representation Space
par: LCM team, et autres
Publié: (2024)

Evaluating Psychological Safety of Large Language Models
par: Li, Xingxuan, et autres
Publié: (2022)

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
par: Li, Yinghui, 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)

Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning
par: Tan, Qingyu, et autres
Publié: (2023)

One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations
par: Oda, Kohei, et autres
Publié: (2025)

Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing
par: Koneru, Sai, et autres
Publié: (2023)

SeaLLMs -- Large Language Models for Southeast Asia
par: Nguyen, Xuan-Phi, et autres
Publié: (2023)

How do Large Language Models Handle Multilingualism?
par: Zhao, Yiran, et autres
Publié: (2024)

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
par: Chen, Guanzheng, et autres
Publié: (2025)

SentGuard: Sentence-Level Streaming Guardrails for Large Language Models
par: Yu, Jiaqi, et autres
Publié: (2026)

Generating Completions for Broca's Aphasic Sentences Using Large Language Models
par: van Vaals, Sijbren, et autres
Publié: (2024)

Pixel Sentence Representation Learning
par: Xiao, Chenghao, et autres
Publié: (2024)

Refining Skewed Perceptions in Vision-Language Contrastive Models through Visual Representations
par: Dai, Haocheng, et autres
Publié: (2024)

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
par: Liu, Chaoqun, et autres
Publié: (2024)

Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning
par: Guedes, Gustavo Bartz, et autres
Publié: (2024)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
par: Nguyen, Thong, et autres
Publié: (2022)

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning
par: He, Kang, et autres
Publié: (2025)

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

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels
par: Liu, Chaoqun, et autres
Publié: (2024)

Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models
par: Zhou, Ej, et autres
Publié: (2025)

Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models
par: Zhang, Bowen, et autres
Publié: (2024)

BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings
par: Li, Xianming, et autres
Publié: (2023)

Improving Large Language Model Safety with Contrastive Representation Learning
par: Simko, Samuel, et autres
Publié: (2025)

Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
par: Cheng, Zifeng, et autres
Publié: (2025)

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
par: Li, Xingxuan, et autres
Publié: (2023)