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Machine Learning
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Application Areas
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Domain Adaptation
8,656 papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
W-RST: Towards a Weighted RST-style Discourse Framework
IJCNLP 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering
IJCNLP 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages
IJCNLP 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
IJCNLP 2021
Personalized Transformer for Explainable Recommendation
IJCNLP 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation
IJCNLP 2021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation
IJCNLP 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
IJCNLP 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition
IJCNLP 2021
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection
IJCNLP 2021
Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism
IJCNLP 2021
Language Model Augmented Relevance Score
IJCNLP 2021
Hate Speech Detection Based on Sentiment Knowledge Sharing
IJCNLP 2021
Neural Machine Translation with Monolingual Translation Memory
IJCNLP 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer
IJCNLP 2021
On the Generation of Medical Dialogs for COVID-19
IJCNLP 2021
Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain
IJCNLP 2021
Attentive Multiview Text Representation for Differential Diagnosis
IJCNLP 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
IJCNLP 2021
Stylistic approaches to predicting Reddit popularity in diglossia
IJCNLP 2021
Predicting pragmatic discourse features in the language of adults with autism spectrum disorder
IJCNLP 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
IJCNLP 2021
OpenAttack: An Open-source Textual Adversarial Attack Toolkit
IJCNLP 2021
PROTEST-ER: Retraining BERT for Protest Event Extraction
IJCNLP 2021
BERT Goes Shopping: Comparing Distributional Models for Product Representations
IJCNLP 2021
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