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)
HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing
ICLR 2023
How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception
NeurIPS 2023
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks
ACL 2023
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification
EACL 2023
How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation?
ACL 2023
How Many Data Samples is an Additional Instruction Worth?
EACL 2023
How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy
ICML 2023
How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization
ICLR 2023
How Much do Knowledge Graphs Impact Transformer Models for Extracting Biomedical Events?
ACL 2023
How people talk about each other: Modeling Generalized Intergroup Bias and Emotion
EACL 2023
How Re-sampling Helps for Long-Tail Learning?
NeurIPS 2023
How robust is unsupervised representation learning to distribution shift?
ICLR 2023
How to address monotonicity for model risk management?
ICML 2023
How to Backdoor Diffusion Models?
CVPR 2023
How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning
Interspeech 2023
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives
ACL 2023
How To Practice VQA on a Resource-Limited Target Domain
WACV 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval
EMNLP 2023
How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control
ICML 2023
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models
ICCV 2023
HSE: Hybrid Species Embedding for Deep Metric Learning
ICCV 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor
EMNLP 2023
Huber-robust confidence sequences
AISTATS 2023
HubRouter: Learning Global Routing via Hub Generation and Pin-hub Connection
NeurIPS 2023
HULAT at SemEval-2023 Task 10: Data Augmentation for Pre-trained Transformers Applied to the Detection of Sexism in Social Media
SemEval 2023