domain adaptation

4578 papers

Explore in graph

Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

LaSCal: Label-Shift Calibration without target labels NIPS 2024

The ParlaSent Multilingual Training Dataset for Sentiment Identification in Parliamentary Proceedings COLING 2024

Target-Adaptive Consistency Enhanced Prompt-Tuning for Multi-Domain Stance Detection COLING 2024

Structure-aware Generation Model for Cross-Domain Aspect-based Sentiment Classification COLING 2024

A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024

Disentangling Domain and General Representations for Time Series Classification IJCAI 2024

Rank and Align: Towards Effective Source-free Graph Domain Adaptation IJCAI 2024

OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024

Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech EMNLP 2024

JLBert: Japanese Light BERT for Cross-Domain Short Text Classification COLING 2024

Feature Structure Matching for Multi-source Sentiment Analysis with Efficient Adaptive Tuning COLING 2024

Fast Adaptation via Prompted Data: An Efficient Cross-Domain Fine-tuning Method for Large Language Models COLING 2024

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024

ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models NIPS 2024

Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024

Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024

Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System EMNLP 2024

Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024

ODRL: A Benchmark for Off-Dynamics Reinforcement Learning NIPS 2024

One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection NIPS 2024

Empowering and Assessing the Utility of Large Language Models in Crop Science NIPS 2024

Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NIPS 2024