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
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'25
Papers (including subtopics)
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks
ICML 2022
NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification
EMNLP 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework
ICML 2022
NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter
ACL 2022
NLPSharedTasks: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains
AACL 2022
NLP@UIT at FigLang-EMNLP 2022: A Divide-and-Conquer System For Shared Task On Understanding Figurative Language
EMNLP 2022
Node Feature Kernels Increase Graph Convolutional Network Robustness
AISTATS 2022
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
ICLR 2022
Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition
L4DC 2022
Noisy Feature Mixup
ICLR 2022
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials
JMLR 2022
Non-Autoregressive Machine Translation: It’s Not as Fast as it Seems
NAACL 2022
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision
AAAI 2022
Non-deep Networks
NeurIPS 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion
Interspeech 2022
Non-Parallel Voice Conversion for ASR Augmentation
Interspeech 2022
Non-Parametric Depth Distribution Modelling Based Depth Inference for Multi-View Stereo
CVPR 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation
EMNLP 2022
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization
ICLR 2022
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation
CVPR 2022
No One Representation to Rule Them All: Overlapping Features of Training Methods
ICLR 2022
No-Reference Point Cloud Quality Assessment via Domain Adaptation
CVPR 2022
Normalization of code-switched text for speech synthesis
Interspeech 2022
Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation
EMNLP 2022
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise
NeurIPS 2022