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Transfer Learning

458 directly classified papers

Papers per year

Papers

Development and Evaluation of Pre-trained Language Models for Historical Danish and Norwegian Literary Texts COLING 2024
MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness SEMEVAL 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024
Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024
Prompted Aspect Key Point Analysis for Quantitative Review Summarization ACL 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024
FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024
Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect EACL 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024
MUCS@LT-EDI-2024: Learning Approaches to Empower Homophobic/Transphobic Comment Identification EACL 2024
Encoding Spreadsheets for Large Language Models EMNLP 2024
Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024
People and Places of the Past - Named Entity Recognition in Swedish Labour Movement Documents from Historical Sources EACL 2024
Studying Language Variation Considering the Re-Usability of Modern Theories, Tools and Resources for Annotating Explicit and Implicit Events in Centuries Old Text NAACL 2024
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
Z-Index at BLP-2023 Task 2: A Comparative Study on Sentiment Analysis EMNLP 2023
LKAU23 at Qur’an QA 2023: Using Transformer Models for Retrieving Passages and Finding Answers to Questions from the Qur’an EMNLP 2023