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Multi-Domain Learning

44 papers

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Papers

Multi-distribution Learning: From Worst-Case Optimality to Lexicographic Min-Max Optimality ALT 2026
Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025
Federated Foundation Models on Heterogeneous Time Series AAAI 2025
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025
Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models AAAI 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025
A Unified Framework for Heterogeneous Semi-supervised Learning CVPR 2025
Social-Aware Group Display Configuration in VR Conference AAAI 2024
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations AAAI 2024
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning AAAI 2024
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation AAAI 2022
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking ACL 2022
Cross-Domain Few-Shot Learning With Task-Specific Adapters CVPR 2022
Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022
“Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022
The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022
Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022
Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021
Cross-Register Projection for Headline Part of Speech Tagging EMNLP 2021
Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021
Multi-Source Domain Adaptation for Visual Sentiment Classification AAAI 2020
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions AAAI 2020