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
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Papers (including subtopics)
With False Friends Like These, Who Can Notice Mistakes?
AAAI 2022
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving
AAAI 2022
Word-level Perturbation Considering Word Length and Compositional Subwords
ACL 2022
Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models
NAACL 2022
XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract)
AAAI 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
XPrompt: Exploring the Extreme of Prompt Tuning
EMNLP 2022
XTC: Extreme Compression for Pre-trained Transformers Made Simple and Efficient
NeurIPS 2022
X-Trans2Cap: Cross-Modal Knowledge Transfer Using Transformer for 3D Dense Captioning
CVPR 2022
Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond
EMNLP 2022
Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors
EMNLP 2022
Yet@SMM4H’22: Improved BERT-based classification models with Rdrop and PolyLoss
COLING 2022
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs
WACV 2022
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas
NAACL 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut
ICML 2022
You Only Need One Model for Open-domain Question Answering
EMNLP 2022
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings
ACL 2022
Your fairness may vary: Pretrained language model fairness in toxic text classification
ACL 2022
YuZu: Neural-Enhanced Volumetric Video Streaming
NSDI 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
EMNLP 2022
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers
NeurIPS 2022
Zero-shot AutoML with Pretrained Models
ICML 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
ACL 2022
Zero-Shot Dynamic Quantization for Transformer Inference
EMNLP 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models
Interspeech 2022