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)
A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media Stance
IJCAI 2022
An Agnostic Approach to Federated Learning with Class Imbalance
ICLR 2022
Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings
NAACL 2022
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory
COLING 2022
Analyzing and Mitigating Interference in Neural Architecture Search
ICML 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks
AACL 2022
Analyzing Culture-Specific Argument Structures in Learner Essays
COLING 2022
Analyzing Dynamic Adversarial Training Data in the Limit
ACL 2022
Analyzing Gender Translation Errors to Identify Information Flows between the Encoder and Decoder of a NMT System
EMNLP 2022
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas
ACL 2022
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes
NAACL 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions
Interspeech 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis
NAACL 2022
Anatomizing Bias in Facial Analysis
AAAI 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning
Interspeech 2022
An Automatic Soundtracking System for Text-to-Speech Audiobooks
Interspeech 2022
AnchorFace: Boosting TAR@FAR for Practical Face Recognition
AAAI 2022
An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts
COLING 2022
An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching
AACL 2022
An Efficient Active Learning Pipeline for Legal Text Classification
EMNLP 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks
COLING 2022
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation
AAAI 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks
EMNLP 2022
An Efficient Training Approach for Very Large Scale Face Recognition
CVPR 2022
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks
AACL 2022