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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)

Zero-Shot Open Entity Typing as Type-Compatible Grounding EMNLP 2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering EMNLP 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces EMNLP 2018
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP 2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018
Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018
Challenges of Using Text Classifiers for Causal Inference EMNLP 2018
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification EMNLP 2018
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP 2018
Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018
Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018
What can we learn from Semantic Tagging? EMNLP 2018
The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification EMNLP 2018
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection EMNLP 2018
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018
APLenty: annotation tool for creating high-quality datasets using active and proactive learning EMNLP 2018
When science journalism meets artificial intelligence : An interactive demonstration EMNLP 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018
Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? EMNLP 2018
Teaching Syntax by Adversarial Distraction EMNLP 2018