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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

The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error ACL 2022
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
Polite Task-oriented Dialog Agents: To Generate or to Rewrite? ACL 2022
OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework ACL 2022
Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022
Translate-Train Embracing Translationese Artifacts ACL 2022
XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract) AAAI 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022
Challenges to Open-Domain Constituency Parsing ACL 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022
Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks INTERSPEECH 2022
Formant Estimation and Tracking using Probabilistic Heat-Maps INTERSPEECH 2022
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