Sotabase

Career

· Visiting Faculty Researcher, Google2023–
· Distinguished Consultant on Responsible AI, Meta2022–
· Senior Director of AI Research, Meta2022–
· PhD in Computer Science, Columbia University1997–
· Chair Professor, Department of Electronic & Computer Engineering and Department of Computer Science & Engineering, The Hong Kong University of Science & Technology (HKUST)1997–
· Researcher, AT&T Bell Labs1993–1997
· MS in Computer Science, Columbia University1993–
· Associate Scientist, BBN Systems & Technologies1991–1992
· Visiting Researcher, LIMSI, CNRS1991–
· Research Student, Kyoto University1989–1991
· BS in Electrical Engineering, Worcester Polytechnic Institute1988–

Publications (144)

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
arXiv.org · 2022
2,792
cited
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
Annual Meeting of the Association for Computational Linguistics · 2019
462
cited
One-step and Two-step Classification for Abusive Language Detection on Twitter
ALW@ACL · 2017
375
cited
Reducing Gender Bias in Abusive Language Detection
Conference on Empirical Methods in Natural Language Processing · 2018
374
cited
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
Annual Meeting of the Association for Computational Linguistics · 2018
318
cited
Overview for the First Shared Task on Language Identification in Code-Switched Data
CodeSwitch@EMNLP · 2014
265
cited
Semantic Roles for SMT: A Hybrid Two-Pass Model
North American Chapter of the Association for Computational Linguistics · 2009
131
cited
Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction
Annual Meeting of the Association for Computational Linguistics · 2018
110
cited
Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems
Conference on Empirical Methods in Natural Language Processing · 2016
98
cited
A first look into a Convolutional Neural Network for speech emotion detection
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2017
96
cited
A Long Short-Term Memory Framework for Predicting Humor in Dialogues
North American Chapter of the Association for Computational Linguistics · 2016
88
cited
Aligning Noisy Parallel Corpora Across Language Groups: Word Pair Feature Matching by Dynamic Time Warping
Conference of the Association for Machine Translation in the Americas · 1994
87
cited
A Hindi-English Code-Switching Corpus
International Conference on Language Resources and Evaluation · 2014
85
cited
Improving Chinese Tokenization With Linguistic Filters on Statistical Lexical Acquisition
Applied Natural Language Processing Conference · 1994
76
cited
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training
WASSA@EMNLP · 2018
74
cited
Statistical Augmentation of a Chinese Machine-Readable Dictionary
Workshop on Very Large Corpora · 1994
72
cited
Inversion Transduction Grammar Constraints for Mining Parallel Sentences from Quasi-Comparable Corpora
International Joint Conference on Natural Language Processing · 2005
69
cited
A Technical Word- and Term-Translation Aid Using Noisy Parallel Corpora across Language Groups
Machine Translation · 2004
68
cited
Deep Learning of Audio and Language Features for Humor Prediction
International Conference on Language Resources and Evaluation · 2016
65
cited
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