Transfer Learning

BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News SemEval 2025 Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback ICLR 2025 Between the Drafts: An Evaluation Framework for Identifying Quality Improvement and Stylistic Differences in Scientific Texts AACL 2025 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025 Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025 Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025 Beyond UDA: Examining Temporal and Frequency Representations in Time Series Transfer ACML 2025 Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics ICML 2025 BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025 Bias after Prompting: Persistent Discrimination in Large Language Models EMNLP 2025 BiMax: Bidirectional MaxSim Score for Document-Level Alignment EMNLP 2025 BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025 Black-Box Optimization with Implicit Constraints for Public Policy AAAI 2025 Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition ICLR 2025 BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning ACL 2025 BLUCK: A Benchmark Dataset for Bengali Linguistic Understanding and Cultural Knowledge AACL 2025 Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025 Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples ICML 2025 Boosting Multiple Views for pretrained-based Continual Learning ICLR 2025 Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025 Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025 Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel ICLR 2025 Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025