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)
Inverting Gradients - How easy is it to break privacy in federated learning?
NeurIPS 2020
Investigating African-American Vernacular English in Transformer-Based Text Generation
EMNLP 2020
Investigating Annotator Bias with a Graph-Based Approach
EMNLP 2020
Investigating Gender Bias in Language Models Using Causal Mediation Analysis
NeurIPS 2020
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions
Interspeech 2020
Investigating Sampling Bias in Abusive Language Detection
EMNLP 2020
Investigating Societal Biases in a Poetry Composition System
COLING 2020
Investigation of Data Augmentation Techniques for Disordered Speech Recognition
Interspeech 2020
IRlab@IITV at SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media Using SVM
SemEval 2020
Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition
Interspeech 2020
Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity
WACV 2020
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing
ICML 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings
EMNLP 2020
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds
ACL 2020
Item-based Collaborative Filtering with BERT
ACL 2020
Iterative Domain-Repaired Back-Translation
EMNLP 2020
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
EMNLP 2020
Iterative Learning for Reliable Underwater Link Adaptation (Student Abstract)
AAAI 2020
It's All About The Scale - Efficient Text Detection Using Adaptive Scaling
WACV 2020
It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations
ACL 2020
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience
AAAI 2020
Ixamed’s submission description for WMT20 Biomedical shared task: benefits and limitations of using terminologies for domain adaptation
EMNLP 2020
Jennifer for COVID-19: An NLP-Powered Chatbot Built for the People and by the People to Combat Misinformation
ACL 2020
Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation
AAAI 2020
Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts
EMNLP 2020