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)
Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech
EMNLP 2021
Fighting the COVID-19 Infodemic with a Holistic BERT Ensemble
NAACL 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization
EMNLP 2021
Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks
NeurIPS 2021
Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance
NeurIPS 2021
Findings of the WMT 2021 Shared Task on Efficient Translation
EMNLP 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies
EMNLP 2021
Findings of the WOAH 5 Shared Task on Fine Grained Hateful Memes Detection
ACL 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation
AAAI 2021
Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification
EACL 2021
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList
ACL 2021
Fine-Grained Foreground Retrieval via Teacher-Student Learning
WACV 2021
Fine-grained Typing of Emerging Entities in Microblogs
EMNLP 2021
Fine-tuning Distributional Semantic Models for Closely-Related Languages
EACL 2021
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models
IJCAI 2021
Finetuning Pretrained Transformers into RNNs
EMNLP 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation
CVPR 2021
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout
NeurIPS 2021
FJWU Participation for the WMT21 Biomedical Translation Task
EMNLP 2021
FLAME: Differentially Private Federated Learning in the Shuffle Model
AAAI 2021
Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios
Interspeech 2021
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective
NeurIPS 2021
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention
NeurIPS 2021
Foreground-Aware Semantic Representations for Image Harmonization
WACV 2021
Forum 4.0: An Open-Source User Comment Analysis Framework
EACL 2021