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)
Deploying a Retrieval based Response Model for Task Oriented Dialogues
EMNLP 2022
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations
ICML 2022
DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text.
ACL 2022
DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
ICML 2022
Describing Differences between Text Distributions with Natural Language
ICML 2022
Design and Verification of the Arm Confidential Compute Architecture
OSDI 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization
ICML 2022
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets
Interspeech 2022
Detecting Dissonant Stance in Social Media: The Role of Topic Exposure
EMNLP 2022
Detecting Label Errors by Using Pre-Trained Language Models
EMNLP 2022
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model
AAAI 2022
Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network
IJCAI 2022
Detecting Unintended Memorization in Language-Model-Fused ASR
Interspeech 2022
Detecting Unintended Social Bias in Toxic Language Datasets
CoNLL 2022
Detecting Urgency in Multilingual Medical SMS in Kenya
AACL 2022
Detecting Various Types of Noise for Neural Machine Translation
ACL 2022
Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations
ACL 2022
Detection of Learners' Listening Breakdown with Oral Dictation and Its Use to Model Listening Skill Improvement Exclusively Through Shadowing
Interspeech 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning
NAACL 2022
DeTox: A Comprehensive Dataset for German Offensive Language and Conversation Analysis
NAACL 2022
Detoxifying Language Models with a Toxic Corpus
ACL 2022
Developing a tool for fair and reproducible use of paid crowdsourcing in the digital humanities
COLING 2022
Development of the Siberian Ingrian Finnish Speech Corpus
ACL 2022
DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes
NeurIPS 2022
DevianceNet: Learning to Predict Deviance from a Large-Scale Geo-Tagged Dataset
AAAI 2022