Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
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Papers (including subtopics)
Arabic Curriculum Analysis
COLING 2020
Arabic Dialect Identification Using BERT-Based Domain Adaptation
COLING 2020
Arabizi Language Models for Sentiment Analysis
COLING 2020
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings
COLING 2020
A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection
Interspeech 2020
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study
Interspeech 2020
A Representation Learning Approach to Animal Biodiversity Conservation
COLING 2020
Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs
Interspeech 2020
Argument from Old Man’s View: Assessing Social Bias in Argumentation
COLING 2020
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land?
EMNLP 2020
ASAP: Architecture Search, Anneal and Prune
AISTATS 2020
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition
Interspeech 2020
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning
NeurIPS 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction
EMNLP 2020
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling
IJCAI 2020
A Signal Propagation Perspective for Pruning Neural Networks at Initialization
ICLR 2020
A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital
PGM 2020
A Sound Engineering Approach to Near End Listening Enhancement
Interspeech 2020
Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products
AAAI 2020
ASR-Based Evaluation and Feedback for Individualized Reading Practice
Interspeech 2020
ASR Error Correction with Augmented Transformer for Entity Retrieval
Interspeech 2020
Assessing Image Quality Issues for Real-World Problems
CVPR 2020
Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts
EMNLP 2020
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
ACL 2020
Assise: Performance and Availability via Client-local NVM in a Distributed File System
OSDI 2020