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Transfer Learning

8,078 papers

Papers per year

Papers

Fine-Tuning Open Access LLMs for High-Precision NLU in Goal-Driven Dialog Systems COLING 2024
Could We Have Had Better Multilingual LLMs if English Was Not the Central Language? COLING 2024
Analyzing Offensive Language and Hate Speech in Political Discourse: A Case Study of German Politicians COLING 2024
DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024
Introducing the Djinni Recruitment Dataset: A Corpus of Anonymized CVs and Job Postings COLING 2024
Setting up the Data Printer with Improved English to Ukrainian Machine Translation COLING 2024
The UNLP 2024 Shared Task on Fine-Tuning Large Language Models for Ukrainian COLING 2024
From Bytes to Borsch: Fine-Tuning Gemma and Mistral for the Ukrainian Language Representation COLING 2024
Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024
On the Performance of Empirical Risk Minimization with Smoothed Data COLT 2024
Physics-informed machine learning as a kernel method COLT 2024
Testable Learning with Distribution Shift COLT 2024
Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds COLT 2024
Optimal Multi-Distribution Learning COLT 2024
Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings CONLL 2024
Transformer verbatim in-context retrieval across time and scale CONLL 2024
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CONLL 2024
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy CONLL 2024
Global Learning with Triplet Relations in Abstractive Summarization CONLL 2024
A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CONLL 2024
Extending the BabyLM Initiative : Promoting Diversity in Datasets and Metrics through High-Quality Linguistic Corpora CONLL 2024
BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training CONLL 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Accept the Modality Gap: An Exploration in the Hyperbolic Space CVPR 2024
VideoLLM-online: Online Video Large Language Model for Streaming Video CVPR 2024