Pruning as a Domain-specific LLM Extractor
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Nan, Liu, Yanchi, Zhao, Xujiang, Cheng, Wei, Bao, Runxue, Zhang, Rui, Mitra, Prasenjit, Chen, Haifeng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
by: Guo, Minghao, et al.
Published: (2025)
by: Guo, Minghao, et al.
Published: (2025)
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
by: Wang, Fali, et al.
Published: (2024)
by: Wang, Fali, et al.
Published: (2024)
MixLLM: Dynamic Routing in Mixed Large Language Models
by: Wang, Xinyuan, et al.
Published: (2025)
by: Wang, Xinyuan, et al.
Published: (2025)
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
by: Lin, Minhua, et al.
Published: (2024)
by: Lin, Minhua, et al.
Published: (2024)
SAUP: Situation Awareness Uncertainty Propagation on LLM Agent
by: Zhao, Qiwei, et al.
Published: (2024)
by: Zhao, Qiwei, et al.
Published: (2024)
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
by: Kargupta, Priyanka, et al.
Published: (2025)
by: Kargupta, Priyanka, et al.
Published: (2025)
Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
by: Zhang, Binchi, et al.
Published: (2026)
by: Zhang, Binchi, et al.
Published: (2026)
Uncertainty Quantification for In-Context Learning of Large Language Models
by: Ling, Chen, et al.
Published: (2024)
by: Ling, Chen, et al.
Published: (2024)
All-in-One Tuning and Structural Pruning for Domain-Specific LLMs
by: Lu, Lei, et al.
Published: (2024)
by: Lu, Lei, et al.
Published: (2024)
Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
by: Zeng, Cong, et al.
Published: (2025)
by: Zeng, Cong, et al.
Published: (2025)
HumorRank: A Tournament-Based Leaderboard for Evaluating Humor Generation in Large Language Models
by: Ajayi, Edward, et al.
Published: (2026)
by: Ajayi, Edward, et al.
Published: (2026)
HumorGen: Cognitive Synergy for Humor Generation in Large Language Models via Persona-Based Distillation
by: Ajayi, Edward, et al.
Published: (2026)
by: Ajayi, Edward, et al.
Published: (2026)
PrivacyMind: Large Language Models Can Be Contextual Privacy Protection Learners
by: Xiao, Yijia, et al.
Published: (2023)
by: Xiao, Yijia, et al.
Published: (2023)
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
by: Ling, Chen, et al.
Published: (2023)
by: Ling, Chen, et al.
Published: (2023)
LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection
by: Wu, Jian, et al.
Published: (2025)
by: Wu, Jian, et al.
Published: (2025)
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents
by: Zhang, Nan, et al.
Published: (2024)
by: Zhang, Nan, et al.
Published: (2024)
Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration
by: Wu, Guangxin, et al.
Published: (2026)
by: Wu, Guangxin, et al.
Published: (2026)
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning
by: Zhang, Tianrong, et al.
Published: (2024)
by: Zhang, Tianrong, et al.
Published: (2024)
Distantly-Supervised Joint Extraction with Noise-Robust Learning
by: Li, Yufei, et al.
Published: (2023)
by: Li, Yufei, et al.
Published: (2023)
Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning
by: Bandari, Abhinav, et al.
Published: (2024)
by: Bandari, Abhinav, et al.
Published: (2024)
MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models
by: Cheng, Hongrong, et al.
Published: (2024)
by: Cheng, Hongrong, et al.
Published: (2024)
PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models
by: Bao, Han, et al.
Published: (2026)
by: Bao, Han, et al.
Published: (2026)
Enhancing the Preference Extractor in Multi-turn Dialogues: From Annotating Disasters to Accurate Preference Extraction
by: Wang, Cheng, et al.
Published: (2025)
by: Wang, Cheng, et al.
Published: (2025)
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
by: Zhang, Nan, et al.
Published: (2024)
by: Zhang, Nan, et al.
Published: (2024)
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees
by: Rabby, Gollam, et al.
Published: (2025)
by: Rabby, Gollam, et al.
Published: (2025)
Small Language Model Makes an Effective Long Text Extractor
by: Chen, Yelin, et al.
Published: (2025)
by: Chen, Yelin, et al.
Published: (2025)
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text
by: Al-Lawati, Ali, et al.
Published: (2025)
by: Al-Lawati, Ali, et al.
Published: (2025)
Can Embedding Similarity Predict Cross-Lingual Transfer? A Systematic Study on African Languages
by: Idris, Tewodros Kederalah, et al.
Published: (2026)
by: Idris, Tewodros Kederalah, et al.
Published: (2026)
RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation
by: Zhao, Tianzhe, et al.
Published: (2025)
by: Zhao, Tianzhe, et al.
Published: (2025)
EvoP: Robust LLM Inference via Evolutionary Pruning
by: Wu, Shangyu, et al.
Published: (2025)
by: Wu, Shangyu, et al.
Published: (2025)
Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors
by: Wang, Tianchun, et al.
Published: (2024)
by: Wang, Tianchun, et al.
Published: (2024)
Milestones in Bengali Sentiment Analysis leveraging Transformer-models: Fundamentals, Challenges and Future Directions
by: Sengupta, Saptarshi, et al.
Published: (2024)
by: Sengupta, Saptarshi, et al.
Published: (2024)
Budget-Xfer: Budget-Constrained Source Language Selection for Cross-Lingual Transfer to African Languages
by: Idris, Tewodros Kederalah, et al.
Published: (2026)
by: Idris, Tewodros Kederalah, et al.
Published: (2026)
SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
by: Li, Dong, et al.
Published: (2025)
by: Li, Dong, et al.
Published: (2025)
Small Models Are (Still) Effective Cross-Domain Argument Extractors
by: Gantt, William, et al.
Published: (2024)
by: Gantt, William, et al.
Published: (2024)
Domain-specific Guided Summarization for Mental Health Posts
by: Qian, Lu, et al.
Published: (2024)
by: Qian, Lu, et al.
Published: (2024)
When Does Data Augmentation Help? Evaluating LLM and Back-Translation Methods for Hausa and Fongbe NLP
by: Adjovi, Mahounan Pericles, et al.
Published: (2026)
by: Adjovi, Mahounan Pericles, et al.
Published: (2026)
Graph-based Molecular In-context Learning Grounded on Morgan Fingerprints
by: Al-Lawati, Ali, et al.
Published: (2025)
by: Al-Lawati, Ali, et al.
Published: (2025)
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures
by: Qin, Jiayu, et al.
Published: (2025)
by: Qin, Jiayu, et al.
Published: (2025)
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
by: Yu, Shuyang, et al.
Published: (2024)
by: Yu, Shuyang, et al.
Published: (2024)
Similar Items
-
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
by: Guo, Minghao, et al.
Published: (2025) -
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
by: Wang, Fali, et al.
Published: (2024) -
MixLLM: Dynamic Routing in Mixed Large Language Models
by: Wang, Xinyuan, et al.
Published: (2025) -
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
by: Lin, Minhua, et al.
Published: (2024) -
SAUP: Situation Awareness Uncertainty Propagation on LLM Agent
by: Zhao, Qiwei, et al.
Published: (2024)