Transfer Learning

MUCS@LT-EDI-2024: Learning Approaches to Empower Homophobic/Transphobic Comment Identification EACL 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 Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NeurIPS 2024 People and Places of the Past - Named Entity Recognition in Swedish Labour Movement Documents from Historical Sources EACL 2024 Prompted Aspect Key Point Analysis for Quantitative Review Summarization ACL 2024 PWEITINLP at SemEval-2024 Task 3: Two Step Emotion Cause Analysis SemEval 2024 Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024 Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024 Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024 SetFit: A Robust Approach for Offensive Content Detection in Tamil-English Code-Mixed Conversations Using Sentence Transfer Fine-tuning EACL 2024 ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification SemEval 2024 Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More 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 Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024 TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024 TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024 The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024 TL-CL: Task And Language Incremental Continual Learning EMNLP 2024 Towards a Clean Text Corpus for Ottoman Turkish ACL 2024 UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024 UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024 X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ACL 2024 Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024 Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024 AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation EMNLP 2023