CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yang, Xu, Canran, Long, Guodong, Shen, Tao, Tao, Chongyang, Jiang, Jing |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Re-Reading Improves Reasoning in Large Language Models
by: Xu, Xiaohan, et al.
Published: (2023)
by: Xu, Xiaohan, et al.
Published: (2023)
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
by: Wang, Haonan, et al.
Published: (2025)
by: Wang, Haonan, et al.
Published: (2025)
Dual-Personalizing Adapter for Federated Foundation Models
by: Yang, Yiyuan, et al.
Published: (2024)
by: Yang, Yiyuan, et al.
Published: (2024)
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning
by: Song, Yingjin, et al.
Published: (2024)
by: Song, Yingjin, et al.
Published: (2024)
Adam: Dense Retrieval Distillation with Adaptive Dark Examples
by: Tao, Chongyang, et al.
Published: (2022)
by: Tao, Chongyang, et al.
Published: (2022)
A Survey on Knowledge Distillation of Large Language Models
by: Xu, Xiaohan, et al.
Published: (2024)
by: Xu, Xiaohan, et al.
Published: (2024)
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
by: Ye, Lu, et al.
Published: (2024)
by: Ye, Lu, et al.
Published: (2024)
LLMs are Also Effective Embedding Models: An In-depth Overview
by: Tao, Chongyang, et al.
Published: (2024)
by: Tao, Chongyang, et al.
Published: (2024)
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
by: Li, Zhen, et al.
Published: (2024)
by: Li, Zhen, et al.
Published: (2024)
Mix-Initiative Response Generation with Dynamic Prefix Tuning
by: Nie, Yuxiang, et al.
Published: (2024)
by: Nie, Yuxiang, et al.
Published: (2024)
How Does Prefix Matter in Reasoning Model Tuning?
by: Tomar, Raj Vardhan, et al.
Published: (2026)
by: Tomar, Raj Vardhan, et al.
Published: (2026)
Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning
by: Zhai, Naixin, et al.
Published: (2026)
by: Zhai, Naixin, et al.
Published: (2026)
PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning
by: Feng, Ruixiang, et al.
Published: (2026)
by: Feng, Ruixiang, et al.
Published: (2026)
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
by: Peng, Miao, et al.
Published: (2024)
by: Peng, Miao, et al.
Published: (2024)
Class-Aware Contrastive Optimization for Imbalanced Text Classification
by: Khvatskii, Grigorii, et al.
Published: (2024)
by: Khvatskii, Grigorii, et al.
Published: (2024)
Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling
by: Huang, Zeyu, et al.
Published: (2025)
by: Huang, Zeyu, et al.
Published: (2025)
Meta-Task Prompting Elicits Embeddings from Large Language Models
by: Lei, Yibin, et al.
Published: (2024)
by: Lei, Yibin, et al.
Published: (2024)
LaPA$^2$: Length-Aware Prefix and Prompt Attention Augmentation for Long-Form Controllable Text Generation
by: Yang, Jiabing, et al.
Published: (2025)
by: Yang, Jiabing, et al.
Published: (2025)
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning
by: Méloux, Maxime, et al.
Published: (2024)
by: Méloux, Maxime, et al.
Published: (2024)
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs
by: Kowsher, Md., et al.
Published: (2023)
by: Kowsher, Md., et al.
Published: (2023)
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding
by: Zhong, Qihuang, et al.
Published: (2024)
by: Zhong, Qihuang, et al.
Published: (2024)
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations
by: Petrov, Aleksandar, et al.
Published: (2023)
by: Petrov, Aleksandar, et al.
Published: (2023)
Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM
by: Lyu, Yuanjie, et al.
Published: (2024)
by: Lyu, Yuanjie, et al.
Published: (2024)
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
by: Ji, Ke, et al.
Published: (2025)
by: Ji, Ke, et al.
Published: (2025)
SCHK-HTC: Sibling Contrastive Learning with Hierarchical Knowledge-Aware Prompt Tuning for Hierarchical Text Classification
by: Xiong, Ke, et al.
Published: (2026)
by: Xiong, Ke, et al.
Published: (2026)
Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes
by: Schopf, Tim, et al.
Published: (2024)
by: Schopf, Tim, et al.
Published: (2024)
Prefix Parsing is Just Parsing
by: Pasti, Clemente, et al.
Published: (2026)
by: Pasti, Clemente, et al.
Published: (2026)
Prompting Large Language Models for Counterfactual Generation: An Empirical Study
by: Li, Yongqi, et al.
Published: (2023)
by: Li, Yongqi, et al.
Published: (2023)
Path-Consistency with Prefix Enhancement for Efficient Inference in LLMs
by: Zhu, Jiace, et al.
Published: (2024)
by: Zhu, Jiace, et al.
Published: (2024)
Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification
by: Ai, Wei, et al.
Published: (2024)
by: Ai, Wei, et al.
Published: (2024)
LoRA-LiteE: A Computationally Efficient Framework for Chatbot Preference-Tuning
by: Yang, Yahe, et al.
Published: (2024)
by: Yang, Yahe, et al.
Published: (2024)
Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions
by: Baskar, Murali Karthick, et al.
Published: (2024)
by: Baskar, Murali Karthick, et al.
Published: (2024)
Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification
by: Ai, Wei, et al.
Published: (2024)
by: Ai, Wei, et al.
Published: (2024)
IFShip: Interpretable Fine-grained Ship Classification with Domain Knowledge-Enhanced Vision-Language Models
by: Guo, Mingning, et al.
Published: (2024)
by: Guo, Mingning, et al.
Published: (2024)
PrefixQuant: Eliminating Outliers by Prefixed Tokens for Large Language Models Quantization
by: Chen, Mengzhao, et al.
Published: (2024)
by: Chen, Mengzhao, et al.
Published: (2024)
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs
by: Akash, Pritom Saha, et al.
Published: (2024)
by: Akash, Pritom Saha, et al.
Published: (2024)
EvolSQL: Structure-Aware Evolution for Scalable Text-to-SQL Data Synthesis
by: Pan, Xuanguang, et al.
Published: (2026)
by: Pan, Xuanguang, et al.
Published: (2026)
Leveraging Web-Crawled Data for High-Quality Fine-Tuning
by: Zhou, Jing, et al.
Published: (2024)
by: Zhou, Jing, et al.
Published: (2024)
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation
by: Tao, Chunliang, et al.
Published: (2024)
by: Tao, Chunliang, et al.
Published: (2024)
A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning
by: Ai, Wei, et al.
Published: (2024)
by: Ai, Wei, et al.
Published: (2024)
Similar Items
-
Re-Reading Improves Reasoning in Large Language Models
by: Xu, Xiaohan, et al.
Published: (2023) -
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
by: Wang, Haonan, et al.
Published: (2025) -
Dual-Personalizing Adapter for Federated Foundation Models
by: Yang, Yiyuan, et al.
Published: (2024) -
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning
by: Song, Yingjin, et al.
Published: (2024) -
Adam: Dense Retrieval Distillation with Adaptive Dark Examples
by: Tao, Chongyang, et al.
Published: (2022)