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Transfer Learning

458 directly classified papers

Papers per year

Papers

ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025
The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025
Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025
BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025
A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025
CUET_Agile@DravidianLangTech 2025: Fine-tuning Transformers for Detecting Abusive Text Targeting Women from Tamil and Malayalam Texts NAACL 2025
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025
MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025
Dialect Normalization using Large Language Models and Morphological Rules ACL 2025
Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024
Modeling Moravian Memoirs: Ternary Sentiment Analysis in a Low Resource Setting EACL 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024
SetFit: A Robust Approach for Offensive Content Detection in Tamil-English Code-Mixed Conversations Using Sentence Transfer Fine-tuning EACL 2024
Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024
HAMiSoN-baselines at ClimateActivism 2024: A Study on the Use of External Data for Hate Speech and Stance Detection EACL 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SEMEVAL 2024
NLP_Team1@SSN at SemEval-2024 Task 1: Impact of language models in Sentence-BERT for Semantic Textual Relatedness in Low-resource Languages SEMEVAL 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024