Showing 1–20 of 31 results
/ Date/ Name
Jan 13, 2024Bridging the Preference Gap between Retrievers and LLMsDec 18, 2021Continual Learning of a Mixed Sequence of Similar and Dissimilar TasksJan 21, 2026MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled BenchmarksDec 6, 2021Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification TasksDec 5, 2021CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification TasksJan 21, 2023Adapting a Language Model While Preserving its General KnowledgeJan 9, 2025Demystifying Domain-adaptive Post-training for Financial LLMsApr 12, 2025A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic SystemsDec 18, 2021Continual Learning with Knowledge Transfer for Sentiment ClassificationFeb 7, 2023Continual Pre-training of Language ModelsNov 23, 2022Continual Learning of Natural Language Processing Tasks: A SurveyApr 4, 2025NAACL2025 Tutorial: Adaptation of Large Language ModelsOct 13, 2023Sub-network Discovery and Soft-masking for Continual Learning of Mixed TasksOct 11, 2022Continual Training of Language Models for Few-Shot LearningDec 5, 2021Achieving Forgetting Prevention and Knowledge Transfer in Continual LearningMay 21, 2025MAS-ZERO: Designing Multi-Agent Systems with Zero SupervisionApr 5, 2022Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced DataJun 26, 2023Parameter-Level Soft-Masking for Continual LearningNov 4, 2022A Theoretical Study on Solving Continual LearningSep 30, 2024FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"