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)
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking
EMNLP 2021
Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract)
IJCAI 2021
Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference
EMNLP 2021
Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models
EMNLP 2021
Beyond malloc efficiency to fleet efficiency: a hugepage-aware memory allocator
OSDI 2021
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation
ACL 2021
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes
CoRL 2021
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification
NeurIPS 2021
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression
EMNLP 2021
Beyond Sentence-Level End-to-End Speech Translation: Context Helps
ACL 2021
Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers
EMNLP 2021
Bias and Variance of Post-processing in Differential Privacy
AAAI 2021
Bias-corrected peaks-over-threshold estimation of the CVaR
UAI 2021
Bias Loss for Mobile Neural Networks
ICCV 2021
Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models
NeurIPS 2021
Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models
IJCAI 2021
Bias-tolerant Fair Classification
ACML 2021
BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation
ICCV 2021
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation
AAAI 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning
ACL 2021
Bi-GCN: Binary Graph Convolutional Network
CVPR 2021
Big Self-Supervised Models Advance Medical Image Classification
ICCV 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction
CVPR 2021
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation
ICCV 2021
BinaryBERT: Pushing the Limit of BERT Quantization
ACL 2021