Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability
Fuente:
arXiv
Saved in:
| Main Authors: | Chung, Tsz Ting, Cui, Leyang, Liu, Lemao, Huang, Xinting, Shi, Shuming, Yeung, Dit-Yan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models
by: Chung, Tsz Ting, et al.
Published: (2025)
by: Chung, Tsz Ting, et al.
Published: (2025)
Rethinking Targeted Adversarial Attacks For Neural Machine Translation
by: Wu, Junjie, et al.
Published: (2024)
by: Wu, Junjie, et al.
Published: (2024)
Knowledge Verification to Nip Hallucination in the Bud
by: Wan, Fanqi, et al.
Published: (2024)
by: Wan, Fanqi, et al.
Published: (2024)
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning
by: Yang, Sen, et al.
Published: (2024)
by: Yang, Sen, et al.
Published: (2024)
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models
by: Shi, Shuming, et al.
Published: (2024)
by: Shi, Shuming, et al.
Published: (2024)
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding
by: Yu, Mo, et al.
Published: (2025)
by: Yu, Mo, et al.
Published: (2025)
Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models
by: Wu, Junjie, et al.
Published: (2024)
by: Wu, Junjie, et al.
Published: (2024)
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt
by: Cai, Deng, et al.
Published: (2024)
by: Cai, Deng, et al.
Published: (2024)
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
by: Pan, Zhuoshi, et al.
Published: (2024)
by: Pan, Zhuoshi, et al.
Published: (2024)
Towards Privacy-Preserving Machine Translation at the Inference Stage: A New Task and Benchmark
by: Shao, Wei, et al.
Published: (2026)
by: Shao, Wei, et al.
Published: (2026)
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
by: Fu, Tingchen, et al.
Published: (2024)
by: Fu, Tingchen, et al.
Published: (2024)
Alleviating Hallucinations of Large Language Models through Induced Hallucinations
by: Zhang, Yue, et al.
Published: (2023)
by: Zhang, Yue, et al.
Published: (2023)
Understanding LLMs' Fluid Intelligence Deficiency: An Analysis of the ARC Task
by: Wu, Junjie, et al.
Published: (2025)
by: Wu, Junjie, et al.
Published: (2025)
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression
by: Zhao, Yi, et al.
Published: (2025)
by: Zhao, Yi, et al.
Published: (2025)
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension
by: Wu, Junjie, et al.
Published: (2025)
by: Wu, Junjie, et al.
Published: (2025)
TransformMix: Learning Transformation and Mixing Strategies from Data
by: Cheung, Tsz-Him, et al.
Published: (2024)
by: Cheung, Tsz-Him, et al.
Published: (2024)
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
by: Chen, Yongrui, et al.
Published: (2023)
by: Chen, Yongrui, et al.
Published: (2023)
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
by: Zhang, Yue, et al.
Published: (2023)
by: Zhang, Yue, et al.
Published: (2023)
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
by: Huang, Jianheng, et al.
Published: (2024)
by: Huang, Jianheng, et al.
Published: (2024)
Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text
by: Li, Yafu, et al.
Published: (2024)
by: Li, Yafu, et al.
Published: (2024)
Knowledge Fusion of Large Language Models
by: Wan, Fanqi, et al.
Published: (2024)
by: Wan, Fanqi, et al.
Published: (2024)
Retrieval is Accurate Generation
by: Cao, Bowen, et al.
Published: (2024)
by: Cao, Bowen, et al.
Published: (2024)
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
by: Zhao, Xueliang, et al.
Published: (2024)
by: Zhao, Xueliang, et al.
Published: (2024)
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation
by: Yang, Cheng, et al.
Published: (2024)
by: Yang, Cheng, et al.
Published: (2024)
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation
by: Habba, Eliya, et al.
Published: (2025)
by: Habba, Eliya, et al.
Published: (2025)
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks
by: Li, Qintong, et al.
Published: (2023)
by: Li, Qintong, et al.
Published: (2023)
Ref-Long: Benchmarking the Long-context Referencing Capability of Long-context Language Models
by: Wu, Junjie, et al.
Published: (2025)
by: Wu, Junjie, et al.
Published: (2025)
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild
by: Li, Huayang, et al.
Published: (2023)
by: Li, Huayang, et al.
Published: (2023)
Weight-Inherited Distillation for Task-Agnostic BERT Compression
by: Wu, Taiqiang, et al.
Published: (2023)
by: Wu, Taiqiang, et al.
Published: (2023)
DROJ: A Prompt-Driven Attack against Large Language Models
by: Hu, Leyang, et al.
Published: (2024)
by: Hu, Leyang, et al.
Published: (2024)
MAGE: Machine-generated Text Detection in the Wild
by: Li, Yafu, et al.
Published: (2023)
by: Li, Yafu, et al.
Published: (2023)
SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation
by: Tang, Xiaqiang, et al.
Published: (2025)
by: Tang, Xiaqiang, et al.
Published: (2025)
G-VEval: A Versatile Metric for Evaluating Image and Video Captions Using GPT-4o
by: Tong, Tony Cheng, et al.
Published: (2024)
by: Tong, Tony Cheng, et al.
Published: (2024)
Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer
by: Belanec, Robert, et al.
Published: (2024)
by: Belanec, Robert, et al.
Published: (2024)
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
by: Suzgun, Mirac, et al.
Published: (2024)
by: Suzgun, Mirac, et al.
Published: (2024)
Large Language Model Agents Are Not Always Faithful Self-Evolvers
by: Zhao, Weixiang, et al.
Published: (2026)
by: Zhao, Weixiang, et al.
Published: (2026)
TF-Attack: Transferable and Fast Adversarial Attacks on Large Language Models
by: Li, Zelin, et al.
Published: (2024)
by: Li, Zelin, et al.
Published: (2024)
Self-Supervised Prompt Optimization
by: Xiang, Jinyu, et al.
Published: (2025)
by: Xiang, Jinyu, et al.
Published: (2025)
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
by: Pu, Xiao, et al.
Published: (2024)
by: Pu, Xiao, et al.
Published: (2024)
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
by: Li, Yafu, et al.
Published: (2025)
by: Li, Yafu, et al.
Published: (2025)
Similar Items
-
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models
by: Chung, Tsz Ting, et al.
Published: (2025) -
Rethinking Targeted Adversarial Attacks For Neural Machine Translation
by: Wu, Junjie, et al.
Published: (2024) -
Knowledge Verification to Nip Hallucination in the Bud
by: Wan, Fanqi, et al.
Published: (2024) -
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning
by: Yang, Sen, et al.
Published: (2024) -
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models
by: Shi, Shuming, et al.
Published: (2024)