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Transfer Learning

8,078 papers

Papers per year

Papers

InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem EMNLP 2024
LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models EMNLP 2024
Reward Difference Optimization For Sample Reweighting In Offline RLHF EMNLP 2024
OpenGraph: Towards Open Graph Foundation Models EMNLP 2024
Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study EMNLP 2024
MINERS: Multilingual Language Models as Semantic Retrievers EMNLP 2024
Transfer Learning for Text Classification via Model Risk Analysis EMNLP 2024
LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024
BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks EMNLP 2024
Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation EMNLP 2024
Leveraging Grammar Induction for Language Understanding and Generation EMNLP 2024
RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval EMNLP 2024
Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024
IndoCL: Benchmarking Indonesian Language Development Assessment EMNLP 2024
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media EMNLP 2024
Sing it, Narrate it: Quality Musical Lyrics Translation EMNLP 2024
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024
Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024
Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs EMNLP 2024
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling EMNLP 2024