Spyros Matsoukas
21 papers · 2007–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (16) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(16)
🐣
Hot Topic Early Bird
🗃️
Keyword Collector
(56)
📈
Trend Setter
💎
Century Club
(21)
🔥
Unstoppable
(8)
🚀
Conference Pioneer
Conferences
NAACL (7)
EMNLP (5)
INTERSPEECH (5)
ACL (3)
IJCNLP (1)
Top co-authors
Keywords
transfer learning
(4)
multi-task learning
(4)
natural language understanding
(3)
keyword spotting
(2)
automatic speech recognition
(2)
deep neural network
(2)
dialogue system
(2)
spoken language understanding
(2)
model compression
(2)
conversational ai
(1)
data augmentation
(1)
knowledge distillation
(1)
domain generalization
(1)
model quantization
(1)
sentiment analysis
(1)
implicit feedback
(1)
sequence labeling
(1)
singular value decomposition
(1)
ensemble learning
(1)
domain adaptation
(1)
Papers
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs
ACL 2023
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework
INTERSPEECH 2022
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems
EMNLP 2021
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
EMNLP 2020
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
ACL 2020
Active Learning for New Domains in Natural Language Understanding
NAACL 2019
Compression of Acoustic Event Detection Models with Quantized Distillation
INTERSPEECH 2019
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents
NAACL 2018
The Alexa Meaning Representation Language
NAACL 2018
Device-directed Utterance Detection
INTERSPEECH 2018
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting
INTERSPEECH 2017
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting
INTERSPEECH 2016
Systematic Comparison of Professional and Crowdsourced Reference Translations for Machine Translation
NAACL 2013
Machine Translation of Arabic Dialects
NAACL 2012
Trait-Based Hypothesis Selection For Machine Translation
NAACL 2012
System Combination Using Discriminative Cross-Adaptation
IJCNLP 2011
Statistical Machine Translation with a Factorized Grammar
EMNLP 2010
Effective Use of Linguistic and Contextual Information for Statistical Machine Translation
EMNLP 2009
Discriminative Corpus Weight Estimation for Machine Translation
EMNLP 2009
Improved Word-Level System Combination for Machine Translation
ACL 2007
Combining Outputs from Multiple Machine Translation Systems
NAACL 2007