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)
Brownian Noise Reduction: Maximizing Privacy Subject to Accuracy Constraints
NeurIPS 2022
Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge
Interspeech 2022
Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models
ACL 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages
EMNLP 2022
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
MIDL 2022
Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection
Interspeech 2022
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
NeurIPS 2022
Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift
UAI 2022
Calibrating Student Models for Emotion-related Tasks
EMNLP 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation
RSS 2022
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification
CVPR 2022
Canary Extraction in Natural Language Understanding Models
ACL 2022
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models
ACL 2022
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
EMNLP 2022
Can Data Diversity Enhance Learning Generalization?
COLING 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation
EMNLP 2022
Can Explanations Be Useful for Calibrating Black Box Models?
ACL 2022
Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions?
ACL 2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
ACL 2022
Can Synthetic Translations Improve Bitext Quality?
ACL 2022
Can we Generalize and Distribute Private Representation Learning?
AISTATS 2022
Capturing Topic Framing via Masked Language Modeling
EMNLP 2022
CAP-VMs: Capability-Based Isolation and Sharing in the Cloud
OSDI 2022
Carbink: Fault-Tolerant Far Memory
OSDI 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection
SemEval 2022