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
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Papers (including subtopics)
The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts
EMNLP 2021
The LMU Munich System for the WMT 2021 Large-Scale Multilingual Machine Translation Shared Task
EMNLP 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network
AAAI 2021
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation
EMNLP 2021
Themis: A Fair Evaluation Platform for Computer Vision Competitions
IJCAI 2021
The nanoPU: A Nanosecond Network Stack for Datacenters
OSDI 2021
The NiuTrans System for the WMT 2021 Efficiency Task
EMNLP 2021
The Online Pivot: Lessons Learned from Teaching a Text and Data Mining Course in Lockdown, Enhancing online Teaching with Pair Programming and Digital Badges
NAACL 2021
The OOD Blind Spot of Unsupervised Anomaly Detection
MIDL 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
IJCAI 2021
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity
ACL 2021
The Sample Complexity of Robust Covariance Testing
COLT 2021
The SJTU System for Short-Duration Speaker Verification Challenge 2021
Interspeech 2021
The Skellam Mechanism for Differentially Private Federated Learning
NeurIPS 2021
The Source-Target Domain Mismatch Problem in Machine Translation
EACL 2021
The Sparse Vector Technique, Revisited
COLT 2021
The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech
Interspeech 2021
The Third DIHARD Diarization Challenge
Interspeech 2021
The TNT Team System Descriptions of Cantonese and Mongolian for IARPA OpenASR20
Interspeech 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation
SemEval 2021
The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color
EMNLP 2021
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation
SemEval 2021
This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models
WACV 2021
Thompson Sampling Algorithms for Cascading Bandits
JMLR 2021
Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery
AISTATS 2021