Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Bowen, Li, Chunping |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss
by: Zhang, Bowen, et al.
Published: (2024)
by: Zhang, Bowen, et al.
Published: (2024)
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
by: Song, Zixin, et al.
Published: (2025)
by: Song, Zixin, et al.
Published: (2025)
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass
by: Zhang, Bowen, et al.
Published: (2025)
by: Zhang, Bowen, et al.
Published: (2025)
CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity
by: Zhang, Bowen, et al.
Published: (2025)
by: Zhang, Bowen, et al.
Published: (2025)
Linguistically Conditioned Semantic Textual Similarity
by: Tu, Jingxuan, et al.
Published: (2024)
by: Tu, Jingxuan, et al.
Published: (2024)
KurdSTS: The Kurdish Semantic Textual Similarity
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models
by: Zhang, Bowen, et al.
Published: (2024)
by: Zhang, Bowen, et al.
Published: (2024)
Explainable Semantic Textual Similarity via Dissimilar Span Detection
by: Lozano, Diego Miguel, et al.
Published: (2026)
by: Lozano, Diego Miguel, et al.
Published: (2026)
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
by: Zhang, Gaifan, et al.
Published: (2025)
by: Zhang, Gaifan, et al.
Published: (2025)
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
by: Zhang, Bowen, et al.
Published: (2023)
by: Zhang, Bowen, et al.
Published: (2023)
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity
by: Rep, Ivan, et al.
Published: (2024)
by: Rep, Ivan, et al.
Published: (2024)
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
by: Hoshino, Sho, et al.
Published: (2024)
by: Hoshino, Sho, et al.
Published: (2024)
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models
by: Zhang, Gaifan, et al.
Published: (2025)
by: Zhang, Gaifan, et al.
Published: (2025)
DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity
by: Zheng, Kaijie, et al.
Published: (2026)
by: Zheng, Kaijie, et al.
Published: (2026)
PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity
by: Abdous, Mohammad, et al.
Published: (2023)
by: Abdous, Mohammad, et al.
Published: (2023)
Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling
by: Yu, Yao-Ching, et al.
Published: (2024)
by: Yu, Yao-Ching, et al.
Published: (2024)
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity
by: Aynetdinov, Ansar, et al.
Published: (2024)
by: Aynetdinov, Ansar, et al.
Published: (2024)
Advances and Challenges in Semantic Textual Similarity: A Comprehensive Survey
by: Kumar, Lokendra, et al.
Published: (2025)
by: Kumar, Lokendra, et al.
Published: (2025)
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training
by: Nacar, Omer, et al.
Published: (2025)
by: Nacar, Omer, et al.
Published: (2025)
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
by: Huang, Yao, et al.
Published: (2025)
by: Huang, Yao, et al.
Published: (2025)
MAD-OPD: Breaking the Ceiling in On-Policy Distillation via Multi-Agent Debate
by: Wang, Jianze, et al.
Published: (2026)
by: Wang, Jianze, et al.
Published: (2026)
Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States
by: Yuan, Yurun, et al.
Published: (2026)
by: Yuan, Yurun, et al.
Published: (2026)
CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs
by: Ao, Shuang, et al.
Published: (2024)
by: Ao, Shuang, et al.
Published: (2024)
Representation Decomposition for Learning Similarity and Contrastness Across Modalities for Affective Computing
by: Tian, Yuanhe, et al.
Published: (2025)
by: Tian, Yuanhe, et al.
Published: (2025)
Multilingual Evaluation of Semantic Textual Relatedness
by: Endait, Sharvi, et al.
Published: (2024)
by: Endait, Sharvi, et al.
Published: (2024)
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples
by: Yang, Heng, et al.
Published: (2023)
by: Yang, Heng, et al.
Published: (2023)
ACL: Aligned Contrastive Learning Improves BERT and Multi-exit BERT Fine-tuning
by: Li, Liz, et al.
Published: (2026)
by: Li, Liz, et al.
Published: (2026)
CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning
by: Rufail, Andrew, et al.
Published: (2025)
by: Rufail, Andrew, et al.
Published: (2025)
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity
by: Kim, Jaemin, et al.
Published: (2024)
by: Kim, Jaemin, et al.
Published: (2024)
Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric
by: Picha, Sayeh Gholipour, et al.
Published: (2024)
by: Picha, Sayeh Gholipour, et al.
Published: (2024)
IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts
by: Basak, Udvas, et al.
Published: (2024)
by: Basak, Udvas, et al.
Published: (2024)
A Similarity Paradigm Through Textual Regularization Without Forgetting
by: Cui, Fangming, et al.
Published: (2025)
by: Cui, Fangming, et al.
Published: (2025)
Textual Similarity as a Key Metric in Machine Translation Quality Estimation
by: Sun, Kun, et al.
Published: (2024)
by: Sun, Kun, et al.
Published: (2024)
Conceptual Contrastive Edits in Textual and Vision-Language Retrieval
by: Lymperaiou, Maria, et al.
Published: (2025)
by: Lymperaiou, Maria, et al.
Published: (2025)
Enhancing Semantic Similarity Understanding in Arabic NLP with Nested Embedding Learning
by: Nacar, Omer, et al.
Published: (2024)
by: Nacar, Omer, et al.
Published: (2024)
Ordered Semantically Diverse Sampling for Textual Data
by: Tiwari, Ashish, et al.
Published: (2025)
by: Tiwari, Ashish, et al.
Published: (2025)
The Silicon Ceiling: Auditing GPT's Race and Gender Biases in Hiring
by: Armstrong, Lena, et al.
Published: (2024)
by: Armstrong, Lena, et al.
Published: (2024)
Adam's Law: Textual Frequency Law on Large Language Models
by: Lu, Hongyuan Adam, et al.
Published: (2026)
by: Lu, Hongyuan Adam, et al.
Published: (2026)
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better
by: Liu, Shengchao, et al.
Published: (2024)
by: Liu, Shengchao, et al.
Published: (2024)
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation
by: Dai, Huangyu, et al.
Published: (2024)
by: Dai, Huangyu, et al.
Published: (2024)
Similar Items
-
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss
by: Zhang, Bowen, et al.
Published: (2024) -
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
by: Song, Zixin, et al.
Published: (2025) -
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass
by: Zhang, Bowen, et al.
Published: (2025) -
CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity
by: Zhang, Bowen, et al.
Published: (2025) -
Linguistically Conditioned Semantic Textual Similarity
by: Tu, Jingxuan, et al.
Published: (2024)