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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025
POS-Aware Neural Approaches for Word Alignment in Dravidian Languages COLING 2025
Evaluating Transformers for OCR Post-Correction in Early Modern Dutch Theatre COLING 2025
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025
Multilingual and Explainable Text Detoxification with Parallel Corpora COLING 2025
LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025
KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT EMNLP 2025
MDSBots@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using MURTweet COLING 2025
Transformers: Leveraging OpenNMT and Transfer Learning for Low-Resource Indian Language Translation EMNLP 2025
Nepali Transformers@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets COLING 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models COLING 2025
Low-Biased General Annotated Dataset Generation CVPR 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling EMNLP 2025
Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025
PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs EMNLP 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
A Survey of Generative Information Extraction COLING 2025
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025
Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025