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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

Multilingual Grammar Induction with Continuous Language Identification IJCNLP 2019
HMEAE: Hierarchical Modular Event Argument Extraction IJCNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains IJCNLP 2019
Answering Conversational Questions on Structured Data without Logical Forms IJCNLP 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model IJCNLP 2019
A Gated Self-attention Memory Network for Answer Selection IJCNLP 2019
Generating Personalized Recipes from Historical User Preferences IJCNLP 2019
Pre-Training BERT on Domain Resources for Short Answer Grading IJCNLP 2019
Generating Classical Chinese Poems from Vernacular Chinese IJCNLP 2019
Improving Fine-grained Entity Typing with Entity Linking IJCNLP 2019
Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition IJCNLP 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019
Weakly Supervised Attention Networks for Entity Recognition IJCNLP 2019
Learning to Flip the Sentiment of Reviews from Non-Parallel Corpora IJCNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis IJCNLP 2019
Cross-lingual intent classification in a low resource industrial setting IJCNLP 2019
Applying BERT to Document Retrieval with Birch IJCNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Speaker Adaptation for Attention-Based End-to-End Speech Recognition INTERSPEECH 2019
Speaker Adversarial Training of DPGMM-Based Feature Extractor for Zero-Resource Languages INTERSPEECH 2019
Towards Bilingual Lexicon Discovery From Visually Grounded Speech Audio INTERSPEECH 2019
Mitigating Gender and L1 Differences to Improve State and Trait Recognition INTERSPEECH 2019
Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification INTERSPEECH 2019
Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels INTERSPEECH 2019
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features INTERSPEECH 2019