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knowledge transfer

647 papers

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Also known as

KTP KT

Co-occurring keywords

transfer learning (5442) knowledge distillation (3680) domain adaptation (4578) large language model (12755) model compression (3283) zero-shot learning (3637) continual learning (1164) few-shot learning (3390) catastrophic forgetting (939) representation learning (6174)

Papers

Quantification of Large Language Model Distillation ACL 2025
INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models ACL 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025
Who Taught You That? Tracing Teachers in Model Distillation ACL 2025
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025
KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts ACL 2025
PLeaS - Merging Models with Permutations and Least Squares CVPR 2025
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SEMEVAL 2025
Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition IJCNLP 2025
Extracting and Understanding the Superficial Knowledge in Alignment NAACL 2025
One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025
Everything is a Video: Unifying Modalities through Next-Frame Prediction ICCV 2025
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025
Expanding the Category of Classifiers with LLM Supervision IJCAI 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025