Mingqiu Wang
9 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Trend Setter
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Renaissance Researcher
(5)
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Venues
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Generation
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Types Β· Machine Learning
(3)
Speech & Audio
(2)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Recognition
(2)
Resources & Methods
(2)
Keywords
language model
(3)
dialog state tracking
(3)
model compression
(2)
transfer learning
(2)
speech recognition
(2)
pre-trained language model
(2)
task-oriented dialog
(2)
dialog system
(2)
data multiplexing
(2)
named entity recognition
(2)
relation extraction
(1)
efficient inference
(1)
efficient computing
(1)
dialogue state tracking
(1)
spoken language understanding
(1)
unsupervised clustering
(1)
zero-shot learning
(1)
model fine-tuning
(1)
response generation
(1)
knowledge graph
(1)
Papers
AnyTOD: A Programmable Task-Oriented Dialog System
EMNLP 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models
EMNLP 2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing
ACL 2023
Speech Aware Dialog System Technology Challenge (DSTC11)
Interspeech 2023
Knowledge-grounded Dialog State Tracking
EMNLP 2022
RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations
Interspeech 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog
NAACL 2022
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction
Interspeech 2021
Learning to Infer Entities, Properties and their Relations from Clinical Conversations
EMNLP 2019