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Transfer Learning

8,078 papers

Papers per year

Papers

Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy EMNLP 2024
Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024
Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024
SambaLingo: Teaching Large Language Models New Languages EMNLP 2024
Adapting Open-Source Generative Large Language Models for Low-Resource Languages: A Case Study for Turkish EMNLP 2024
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models EMNLP 2024
Tagengo: A Multilingual Chat Dataset EMNLP 2024
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024
Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models EMNLP 2024
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR EMNLP 2024
Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT EMNLP 2024
Community OSCAR: A Community Effort for Multilingual Web Data EMNLP 2024
MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning EMNLP 2024
LegalLens 2024 Shared Task: Masala-chai Submission EMNLP 2024
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text EMNLP 2024
DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER EMNLP 2024
Testing and Adapting the Representational Abilities of Large Language Models on Folktales in Low-Resource Languages EMNLP 2024
Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus EMNLP 2024
Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts EMNLP 2024
Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs EMNLP 2024
Findings of the WMT 2024 Shared Task of the Open Language Data Initiative EMNLP 2024
CycleGN: A Cycle Consistent Approach for Neural Machine Translation EMNLP 2024
Evaluating WMT 2024 Metrics Shared Task Submissions on AfriMTE (the African Challenge Set) EMNLP 2024
A3-108 Controlling Token Generation in Low Resource Machine Translation Systems EMNLP 2024
SPRING Lab IITM’s Submission to Low Resource Indic Language Translation Shared Task EMNLP 2024