Transfer Learning

AnnoTheia: A Semi-Automatic Annotation Toolkit for Audio-Visual Speech Technologies COLING 2024 AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection Interspeech 2024 A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CoNLL 2024 A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation NAACL 2024 An Unsupervised Framework for Adaptive Context-aware Simplified-Traditional Chinese Character Conversion COLING 2024 AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation WACV 2024 A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models ICLR 2024 A Persona-Based Corpus in the Diabetes Self-Care Domain - Applying a Human-Centered Approach to a Low-Resource Context COLING 2024 Applying Transfer Learning to German Metaphor Prediction COLING 2024 A Probabilistic Framework for Modular Continual Learning ICLR 2024 A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NeurIPS 2024 Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024 Arcee’s MergeKit: A Toolkit for Merging Large Language Models EMNLP 2024 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder COLING 2024 A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data COLING 2024 Are Large Language Models Good at Lexical Semantics? A Case of Taxonomy Learning COLING 2024 Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024 A Report on the FigLang 2024 Shared Task on Multimodal Figurative Language NAACL 2024 ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024 Are Self-Attentions Effective for Time Series Forecasting? NeurIPS 2024 A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024 A Semi-supervised Molecular Learning Framework for Activity Cliff Estimation IJCAI 2024 Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration EMNLP 2024 AssameseBackTranslit: Back Transliteration of Romanized Assamese Social Media Text COLING 2024