conftrace_
← Keywords

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

Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
ASR-Robust Natural Language Understanding on ASR-GLUE dataset INTERSPEECH 2022
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
Chunk-based Nearest Neighbor Machine Translation EMNLP 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022
Q-TOD: A Query-driven Task-oriented Dialogue System EMNLP 2022
Multimodal Robustness for Neural Machine Translation EMNLP 2022
Continual Training of Language Models for Few-Shot Learning EMNLP 2022
Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models EMNLP 2022
Towards Cross-Domain Transferability of Text Generation Models for Legal Text EMNLP 2022
Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022
Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022
Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022
Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? EMNLP 2022
Unbabel-IST at the WMT Chat Translation Shared Task EMNLP 2022
DD-TIG at SemEval-2022 Task 5: Investigating the Relationships Between Multimodal and Unimodal Information in Misogynous Memes Detection and Classification NAACL 2022
Graph Neural Networks for Adapting Off-the-shelf General Domain Language Models to Low-Resource Specialised Domains NAACL 2022
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022