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)
Learning When to Translate for Streaming Speech
ACL 2022
Learning with Limited Text Data
ACL 2022
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games
EMNLP 2022
Leashing the Inner Demons: Self-Detoxification for Language Models
AAAI 2022
Legal Judgment Prediction via Event Extraction with Constraints
ACL 2022
Legal Named Entity Recognition with Multi-Task Domain Adaptation
EMNLP 2022
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models
EMNLP 2022
LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis
COLING 2022
Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models
COLING 2022
Less is More: Summary of Long Instructions is Better for Program Synthesis
EMNLP 2022
Lethal Dose Conjecture on Data Poisoning
NeurIPS 2022
Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis
NeurIPS 2022
Let There Be a Clock on the Beach: Reducing Object Hallucination in Image Captioning
WACV 2022
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers
CVPR 2022
Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time
ICML 2022
Leveraging Adversarial Examples To Quantify Membership Information Leakage
CVPR 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding
EMNLP 2022
Leveraging Data Recasting to Enhance Tabular Reasoning
EMNLP 2022
Leveraging Inter-Layer Dependency for Post -Training Quantization
NeurIPS 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation
Interspeech 2022
Leveraging QA Datasets to Improve Generative Data Augmentation
EMNLP 2022
Leveraging Self-Supervision for Cross-Domain Crowd Counting
CVPR 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data
ACL 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise
WACV 2022
Leveraging unlabeled data to predict out-of-distribution performance
ICLR 2022