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)
The NEC-TT 2018 Speaker Verification System
Interspeech 2019
The NiuTrans Machine Translation Systems for WMT19
ACL 2019
The Price of Local Fairness in Multistage Selection
IJCAI 2019
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning
IJCAI 2019
The Risk of Racial Bias in Hate Speech Detection
ACL 2019
The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations
ACL 2019
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding
UAI 2019
The STC ASR System for the VOiCES from a Distance Challenge 2019
Interspeech 2019
The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic
NeurIPS 2019
The Titans at SemEval-2019 Task 6: Offensive Language Identification, Categorization and Target Identification
SemEval 2019
The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task
ACL 2019
The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19
ACL 2019
The Woman Worked as a Babysitter: On Biases in Language Generation
EMNLP 2019
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples
SemEval 2019
ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices
ICCV 2019
Tilde’s Machine Translation Systems for WMT 2019
ACL 2019
Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence
NeurIPS 2019
Tiresias: A GPU Cluster Manager for Distributed Deep Learning
NSDI 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift
EMNLP 2019
Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion
Interspeech 2019
Toward Controlling Discrimination in Online Ad Auctions
ICML 2019
Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation
ICML 2019
Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation
EMNLP 2019
Towards an Annotation Scheme for Complex Laughter in Speech Corpora
Interspeech 2019
Towards a Theoretical Understanding of Hashing-Based Neural Nets
AISTATS 2019