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
'10
'15
'20
'25
Papers (including subtopics)
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French, English - Vietnamese
AACL 2020
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention
NeurIPS 2020
Improving Neural Network Training in Low Dimensional Random Bases
NeurIPS 2020
Improving Neural Topic Models using Knowledge Distillation
EMNLP 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual Data
ACL 2020
Improving On-Device Speaker Verification Using Federated Learning with Privacy
Interspeech 2020
Improving Opus Low Bit Rate Quality with Neural Speech Synthesis
Interspeech 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases
EMNLP 2020
Improving Relation Extraction with Relational Paraphrase Sentences
COLING 2020
Improving robustness against common corruptions by covariate shift adaptation
NeurIPS 2020
Improving Robustness via Risk Averse Distributional Reinforcement Learning
L4DC 2020
Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation
COLING 2020
Improving Sparse Vector Technique with Renyi Differential Privacy
NeurIPS 2020
Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection
Interspeech 2020
Improving Spoken Language Understanding by Wisdom of Crowds
COLING 2020
Improving Style Transfer with Calibrated Metrics
WACV 2020
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance
EMNLP 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
EMNLP 2020
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition
EMNLP 2020
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods
COLING 2020
Incorporating Expert-Based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework
AAAI 2020
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
NeurIPS 2020
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction
EMNLP 2020
Incremental Event Detection via Knowledge Consolidation Networks
EMNLP 2020
Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations
AAAI 2020