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
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'25
Papers (including subtopics)
Iterative Stratified Testing and Measurement for Automated Model Updates
EMNLP 2022
ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity
SemEval 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks
CVPR 2022
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
CVPR 2022
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection
EMNLP 2022
I Will Have Order! Optimizing Orders for Fair Reviewer Assignment
IJCAI 2022
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
NeurIPS 2022
JAWS: Auditing Predictive Uncertainty Under Covariate Shift
NeurIPS 2022
JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods
SemEval 2022
JCT at SemEval-2022 Task 6-A: Sarcasm Detection in Tweets Written in English and Arabic using Preprocessing Methods and Word N-grams
SemEval 2022
J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis
Interspeech 2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification
Interspeech 2022
Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU
Interspeech 2022
Joint Multilingual Knowledge Graph Completion and Alignment
EMNLP 2022
JRDB-Act: A Large-Scale Dataset for Spatio-Temporal Action, Social Group and Activity Detection
CVPR 2022
JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes
SemEval 2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
EMNLP 2022
Justitia: Software Multi-Tenancy in Hardware Kernel-Bypass Networks
NSDI 2022
KALA: Knowledge-Augmented Language Model Adaptation
NAACL 2022
Kantorovich Mechanism for Pufferfish Privacy
AISTATS 2022
KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification
AAAI 2022
Katra: Realtime Verification for Multilayer Networks
NSDI 2022
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation
NAACL 2022
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding
EMNLP 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation
NeurIPS 2022