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)
Instruction Tuning Large Language Models to Understand Electronic Health Records
NeurIPS 2024
IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact
ACL 2024
Integer Is Enough: When Vertical Federated Learning Meets Rounding
AAAI 2024
Integrated Hardware Architecture and Device Placement Search
ICML 2024
Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension
ACL 2024
Intelligent Calibration for Bias Reduction in Sentiment Corpora Annotation Process
AAAI 2024
Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation
EMNLP 2024
Interacting Diffusion Processes for Event Sequence Forecasting
ICML 2024
Interactive Human-Centric Bias Mitigation
AAAI 2024
InterBiasing: Boost Unseen Word Recognition through Biasing Intermediate Predictions
Interspeech 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
NeurIPS 2024
Interpolating Item and User Fairness in Multi-Sided Recommendations
NeurIPS 2024
Interpretable algorithmic fairness in structured and unstructured data
JMLR 2024
Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers
COLING 2024
Interpretable data-driven model predictive control of building energy systems using SHAP
L4DC 2024
Interpretable Mesomorphic Networks for Tabular Data
NeurIPS 2024
Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification
IJCAI 2024
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis
EMNLP 2024
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
NeurIPS 2024
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition
Interspeech 2024
Intertwining CP and NLP: The Generation of Unreasonably Constrained Sentences
IJCAI 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding
EMNLP 2024
Into the Unknown: Generating Geospatial Descriptions for New Environments
ACL 2024
Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems
AAAI 2024
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
NeurIPS 2024