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Transfer Learning

8,166 papers

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Papers

KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models NAACL 2025
Soft Language Prompts for Language Transfer NAACL 2025
Continual Learning in Multilingual Sign Language Translation NAACL 2025
Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025
mHumanEval - A Multilingual Benchmark to Evaluate Large Language Models for Code Generation NAACL 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025
Multilingual Reasoning via Self-training NAACL 2025
Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque NAACL 2025
Complete Chess Games Enable LLM Become A Chess Master NAACL 2025
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models NAACL 2025
Cross-Lingual Transfer Learning for Speech Translation NAACL 2025
Cross-lingual Transfer of Reward Models in Multilingual Alignment NAACL 2025
Reverse Modeling in Large Language Models NAACL 2025
Preserving Multilingual Quality While Tuning Query Encoder on English Only NAACL 2025
STEP: Staged Parameter-Efficient Pre-training for Large Language Models NAACL 2025
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework NAACL 2025
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce NAACL 2025
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings NAACL 2025
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge NAACL 2025
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance NAACL 2025
Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models NAACL 2025
Efficient Continual Pre-training of LLMs for Low-resource Languages NAACL 2025
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting NAACL 2025
AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support NAACL 2025