← Authors

Spyros Matsoukas

21 papers · 2007–2023 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (29) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (16) 🐣 Hot Topic Early Bird πŸ—ƒοΈ Keyword Collector (56) πŸ“ˆ Trend Setter πŸ’Ž Century Club (21) πŸ”₯ Unstoppable (8) πŸš€ Conference Pioneer

Conferences

NAACL (7) EMNLP (5) INTERSPEECH (5) ACL (3) IJCNLP (1)

Top co-authors

Richard Schwartz (4) Ming Sun (4) Bing Zhang (3) Jacob Devlin (3) Antti-Veikko Rosti (3) Aditya Tiwari (2) John Makhoul (2) Lazaros Polymenakos (2) Jinxi Xu (2) Chao Wang (2)

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