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Transfer Learning

8,078 papers

Papers per year

Papers

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
Medical Spoken Named Entity Recognition NAACL 2025
Dialogue Language Model with Large-Scale Persona Data Engineering NAACL 2025
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications NAACL 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025
What is it? Towards a Generalizable Native American Language Identification System NAACL 2025
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search NAACL 2025
Multilingual Native Language Identification with Large Language Models NAACL 2025
How many words does it take to understand a low-resource language? NAACL 2025
MDC3: A Novel Multimodal Dataset for Commercial Content Classification in Bengali NAACL 2025
Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025
ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien NAACL 2025
TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks NAACL 2025
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025
Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025