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)
Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption
EMNLP 2022
Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go
ACL 2022
Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade Classrooms
AAAI 2022
Towards Better Characterization of Paraphrases
ACL 2022
Towards better structured and less noisy Web data: Oscar with Register annotations
COLING 2022
Towards Climate Awareness in NLP Research
EMNLP 2022
Towards Comprehensive Patent Approval Predictions:Beyond Traditional Document Classification
ACL 2022
Towards Computationally Feasible Deep Active Learning
NAACL 2022
Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects
IJCAI 2022
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning
IJCAI 2022
Towards Cross-Domain Transferability of Text Generation Models for Legal Text
EMNLP 2022
Towards Data-Free Domain Generalization
ACML 2022
Towards Data-Free Model Stealing in a Hard Label Setting
CVPR 2022
Towards Debiasing DNN Models from Spurious Feature Influence
AAAI 2022
Towards Debiasing Translation Artifacts
NAACL 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks
NeurIPS 2022
Towards Efficient 3D Object Detection with Knowledge Distillation
NeurIPS 2022
Towards Efficient NLP: A Standard Evaluation and A Strong Baseline
NAACL 2022
Towards Efficient Post-training Quantization of Pre-trained Language Models
NeurIPS 2022
Towards End-to-End Private Automatic Speaker Recognition
Interspeech 2022
Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline
COLING 2022
Towards Fair Dataset Distillation for Text Classification
EMNLP 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
CVPR 2022
Towards Fully Sparse Training: Information Restoration with Spatial Similarity
AAAI 2022
Towards Generalized Open Information Extraction
EMNLP 2022