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
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'25
Papers (including subtopics)
Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network
COLING 2022
Asymmetric Temperature Scaling Makes Larger Networks Teach Well Again
NeurIPS 2022
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches
AISTATS 2022
Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks
NAACL 2022
A Taxonomy of Bias-Causing Ambiguities in Machine Translation
NAACL 2022
A Template-based Method for Constrained Neural Machine Translation
EMNLP 2022
A text-writing system for Easy-to-Read German evaluated with low-literate users with cognitive impairment
ACL 2022
A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization
ICML 2022
A Theoretical View on Sparsely Activated Networks
NeurIPS 2022
A Theory of PAC Learnability under Transformation Invariances
NeurIPS 2022
A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking
ACL 2022
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources
ICML 2022
A Tree-Structured Multi-Task Model Recommender
AutoML 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection
Interspeech 2022
Attainability and Optimality: The Equalized Odds Fairness Revisited
CLeaR 2022
Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data
MIDL 2022
Attention Mechanism with Energy-Friendly Operations
ACL 2022
Attention Temperature Matters in Abstractive Summarization Distillation
ACL 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration
CVPR 2022
Attentive Recurrent Network for Low-Latency Active Noise Control
Interspeech 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation
NeurIPS 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method
COLING 2022
Attributing Fair Decisions with Attention Interventions
NAACL 2022
Audio-Adaptive Activity Recognition Across Video Domains
CVPR 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification
Interspeech 2022