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
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'25
Papers (including subtopics)
An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data
AAAI 2023
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast
ACL 2023
Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series
ACL 2023
Analyzing Challenges in Neural Machine Translation for Software Localization
EACL 2023
Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano
ICML 2023
Analyzing Vision Transformers for Image Classification in Class Embedding Space
NeurIPS 2023
An Analysis of Glottal Features of Chronic Kidney Disease Speech and Its Application to CKD Detection
Interspeech 2023
An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts
ACL 2023
Anchor Data Augmentation
NeurIPS 2023
AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution
NeurIPS 2023
AndroidInTheWild: A Large-Scale Dataset For Android Device Control
NeurIPS 2023
A Nearly-Optimal Bound for Fast Regression with ℓ_∞ Guarantee
ICML 2023
An Effective Approach for Informational and Lexical Bias Detection
EACL 2023
An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition
Interspeech 2023
An Efficient Approach for the Automated Segmentation and Transcription of the People's Speech Sorpus
Interspeech 2023
An Efficient Conversational Smart Compose System
ACL 2023
An Efficient Dataset Condensation Plugin and Its Application to Continual Learning
NeurIPS 2023
An efficient encoder-decoder architecture with top-down attention for speech separation
ICLR 2023
An Emotion-Guided Approach to Domain Adaptive Fake News Detection Using Adversarial Learning (Student Abstract)
AAAI 2023
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models
ACL 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods
ACL 2023
An Empirical Study of Clinical Note Generation from Doctor-Patient Encounters
EACL 2023
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models
ACL 2023
An Empirical Study of Multimodal Model Merging
EMNLP 2023
An Empirical Study on Active Learning for Multi-label Text Classification
EACL 2023