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Methodology
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Natural Language Processing
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Applications
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Text Classification
6754 directly classified papers
Papers per year
2000: 1
2001: 1
2002: 1
2003: 3
2004: 1
2005: 2
2006: 4
2007: 2
2008: 4
2009: 4
2010: 3
2011: 3
2012: 2
2013: 8
2014: 6
2015: 2
2016: 56
2017: 173
2018: 281
2019: 461
2020: 628
2021: 778
2022: 844
2023: 884
2024: 1050
2025: 1378
2026: 174
Papers
Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects
IJCNLP 2019
Synthetic Propaganda Embeddings To Train A Linear Projection
EMNLP 2019
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding
INTERSPEECH 2019
Reverse-Engineering Satire, or “Paper on Computational Humor Accepted despite Making Serious Advances”
AAAI 2019
Cooperative Multimodal Approach to Depression Detection in Twitter
AAAI 2019
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track
EMNLP 2019
eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing
AAAI 2019
Adversarial Reprogramming of Text Classification Neural Networks
EMNLP 2019
Hierarchical Attention Prototypical Networks for Few-Shot Text Classification
IJCNLP 2019
Human-grounded Evaluations of Explanation Methods for Text Classification
EMNLP 2019
Robust Text Classifier on Test-Time Budgets
IJCNLP 2019
Learning Multi-Task Communication with Message Passing for Sequence Learning
AAAI 2019
An Integral Tag Recommendation Model for Textual Content
AAAI 2019
Better Fine-Tuning via Instance Weighting for Text Classification
AAAI 2019
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph
EMNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge
EMNLP 2019
Enhancing biomedical word embeddings by retrofitting to verb clusters
ACL 2019
Is artificial data useful for biomedical Natural Language Processing algorithms?
ACL 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
IJCNLP 2019
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning
ACL 2019
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
ACL 2019
Crowdsourced Hedge Term Disambiguation
ACL 2019
ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification
ACL 2019
A Character Level Convolutional BiLSTM for Arabic Dialect Identification
ACL 2019
Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification
ACL 2019
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