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Domain Adaptation

8,656 papers

Papers per year

Papers

NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021
A Unified Speaker Adaptation Approach for ASR EMNLP 2021
Caption Enriched Samples for Improving Hateful Memes Detection EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora EMNLP 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders EMNLP 2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021
Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering EMNLP 2021
Automatic Construction of Enterprise Knowledge Base EMNLP 2021
Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021
TabPert : An Effective Platform for Tabular Perturbation EMNLP 2021
Multi-Domain Multilingual Question Answering EMNLP 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021
An Alignment-Agnostic Model for Chinese Text Error Correction EMNLP 2021
Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021
TWT: Table with Written Text for Controlled Data-to-Text Generation EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER EMNLP 2021
Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews EMNLP 2021