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Domain Adaptation

8,656 papers

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Papers

Named Entity Recognition for Chinese biomedical patents COLING 2020
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base COLING 2020
Attention Transfer Network for Aspect-level Sentiment Classification COLING 2020
Automated Prediction of Examinee Proficiency from Short-Answer Questions COLING 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages COLING 2020
Contextual Argument Component Classification for Class Discussions COLING 2020
Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention COLING 2020
Improving Relation Extraction with Relational Paraphrase Sentences COLING 2020
CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation COLING 2020
Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning COLING 2020
A Neural Local Coherence Analysis Model for Clarity Text Scoring COLING 2020
ForceReader: a BERT-based Interactive Machine Reading Comprehension Model with Attention Separation COLING 2020
NUT-RC: Noisy User-generated Text-oriented Reading Comprehension COLING 2020
Dual Attention Model for Citation Recommendation COLING 2020
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks COLING 2020
Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020
Improving Low-Resource NMT through Relevance Based Linguistic Features Incorporation COLING 2020
Filtering Back-Translated Data in Unsupervised Neural Machine Translation COLING 2020
Effective Use of Target-side Context for Neural Machine Translation COLING 2020
A Linguistic Perspective on Reference: Choosing a Feature Set for Generating Referring Expressions in Context COLING 2020
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models COLING 2020
Hy-NLI: a Hybrid system for Natural Language Inference COLING 2020
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification COLING 2020
Embedding Meta-Textual Information for Improved Learning to Rank COLING 2020