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)
Leveraging Title-Abstract Attentive Semantics for Paper Recommendation
AAAI 2020
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances
COLING 2020
Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation
IJCAI 2020
LibKGE - A knowledge graph embedding library for reproducible research
EMNLP 2020
Lifelong Language Knowledge Distillation
EMNLP 2020
Light Multi-Segment Activation for Model Compression
AAAI 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation
CVPR 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation
EMNLP 2020
Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions
Interspeech 2020
Lightweight LPCNet-Based Neural Vocoder with Tensor Decomposition
Interspeech 2020
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks
Interspeech 2020
Lightweight Text Classifier using Sinusoidal Positional Encoding
AACL 2020
LIMSI @ WMT 2020
EMNLP 2020
Linear Dynamical Systems as a Core Computational Primitive
NeurIPS 2020
Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware
ICLR 2020
Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation
EMNLP 2020
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets
EMNLP 2020
LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network
OSDI 2020
Listening to Sounds of Silence for Speech Denoising
NeurIPS 2020
Lite Audio-Visual Speech Enhancement
Interspeech 2020
Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract)
AAAI 2020
Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization
EMNLP 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation
EMNLP 2020
Load What You Need: Smaller Versions of Mutililingual BERT
EMNLP 2020
Local Additivity Based Data Augmentation for Semi-supervised NER
EMNLP 2020