AB Siddique
University of California, Riverside
H-index: 9
North America-United States
Top articles of AB Siddique
Search Beyond Queries: Training Smaller Language Models for Web Interactions via Reinforcement Learning
arXiv preprint arXiv:2404.10887
2024/4/16
Ab Siddique
H-Index: 3
Model-Agnostic Zero-Shot Intent Detection via Contrastive Transfer Learning.
International Journal of Semantic Computing
2024/3/1
Ab Siddique
H-Index: 3
Hassan Foroosh
H-Index: 25
Mapping Natural Language Intents to User Interfaces through Vision-Language Models
2024/2/5
Ab Siddique
H-Index: 3
Robust Zero-Shot Intent Detection via Contrastive Transfer Learning
2023/2/1
FS3: Few-Shot and Self-Supervised Framework for Efficient Intrusion Detection in Internet of Things Networks
2023/12/4
MobileRec: A large scale dataset for mobile apps recommendation
2023/7/19
A deep learning approach for intrusion detection in Internet of Things using focal loss function
Internet of Things
2023/7/1
Ab Siddique
H-Index: 3
Toward Open-domain Slot Filling via Self-supervised Co-training
2023/4/30
Adib Mosharrof
H-Index: 0
Ab Siddique
H-Index: 3
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema
arXiv preprint arXiv:2303.16252
2023/3/28
Proactive prioritization of app issues via contrastive learning
2022/12/17
Personalizing task-oriented dialog systems via zero-shot generalizable reward function
2022/10/17
Ab Siddique
H-Index: 3
Muhammad Hasan Maqbool
H-Index: 3
Kshitija Taywade
H-Index: 1
Hassan Foroosh
H-Index: 25
Effect of balancing data using synthetic data on the performance of machine learning classifiers for intrusion detection in computer networks
IEEE Access
2022/9/8
Ab Siddique
H-Index: 3
Zero-label anaphora resolution for off-script user queries in goal-oriented dialog systems
2022/1/26
Generating predictable and adaptive dialog policies in single-and multi-domain goal-oriented dialog systems
International Journal of Semantic Computing (IJSC)
2021
Beast: Scalable exploratory analytics on spatio-temporal data
2021/10/26
Generalized zero-shot intent detection via commonsense knowledge
2021/7/11
Linguistically-enriched and context-awarezero-shot slot filling
2021/4/19
Ab Siddique
H-Index: 3
Fuad Jamour
H-Index: 7
Predictable and adaptive goal-oriented dialog policy generation
IEEE International Conference of Semantic Computing (ICSC, best student paper)
2021
Unsupervised and Zero-Shot Learning for Open-Domain Natural Language Processing
2021
App-aware response synthesis for user reviews
2020/12/10
Co-Authors
