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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'25
Papers (including subtopics)
Leveraging Wikipedia article evolution for promotional tone detection
ACL 2022
Lexical Generalization Improves with Larger Models and Longer Training
EMNLP 2022
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval
EMNLP 2022
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases
COLING 2022
LGD: Label-Guided Self-Distillation for Object Detection
AAAI 2022
LGDN: Language-Guided Denoising Network for Video-Language Modeling
NeurIPS 2022
Lie Point Symmetry Data Augmentation for Neural PDE Solvers
ICML 2022
Lifelong Person Re-identification by Pseudo Task Knowledge Preservation
AAAI 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation
CVPR 2022
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
Interspeech 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer
IJCAI 2022
Lightweight Contextual Logical Structure Recovery
COLING 2022
Lightweight Full-band and Sub-band Fusion Network for Real Time Speech Enhancement
Interspeech 2022
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent
ICML 2022
Lightweight Transformers for Conversational AI
NAACL 2022
Linear Adversarial Concept Erasure
ICML 2022
Linguistically Informed Post-processing for ASR Error correction in Sanskrit
Interspeech 2022
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
EMNLP 2022
LIPS - Learning Industrial Physical Simulation benchmark suite
NeurIPS 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition
Interspeech 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments
ACL 2022
Lite-MDETR: A Lightweight Multi-Modal Detector
CVPR 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
CVPR 2022
Literature-Augmented Clinical Outcome Prediction
NAACL 2022
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
NeurIPS 2022