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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

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
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NIPS 2024
Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024
Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark COLING 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024
A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024
Analysis on Unsupervised Acquisition Process of Bilingual Vocabulary through Iterative Back-Translation COLING 2024
AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024