Sotabase

Career

· Senior Researcher, Huawei Noah's Ark Lab2022–
· Professor, Chairperson of the Department, Boston College1998–
· American Heart Association
· Executive and Leadership Roles, Becton Dickinson and CareFusion Inc.
· Various Roles, GE Healthcare
· PhD in Computer Science, McGill University
· CEO, MedVantx
· Board Member, NeedyMeds
· Operating Partner, Windrose Health Investors

Publications (74)

UnNatural Language Inference
Annual Meeting of the Association for Computational Linguistics · 2020
101
cited
Learning an Unreferenced Metric for Online Dialogue Evaluation
Annual Meeting of the Association for Computational Linguistics · 2020
86
cited
Extending Neural Generative Conversational Model using External Knowledge Sources
Conference on Empirical Methods in Natural Language Processing · 2018
70
cited
Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources in the same domain
International Conference on Learning Representations · 2015
54
cited
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
AAAI Conference on Artificial Intelligence · 2022
28
cited
Local Structure Matters Most: Perturbation Study in NLU
Findings · 2021
17
cited
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
Annual Meeting of the Association for Computational Linguistics · 2024
15
cited
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning
arXiv.org · 2019
15
cited
Sometimes We Want Ungrammatical Translations
Conference on Empirical Methods in Natural Language Processing · 2021
12
cited
Demystifying Neural Language Models' Insensitivity to Word-Order
arXiv.org · 2021
11
cited
Practical Takes on Federated Learning with Pretrained Language Models
Findings · 2023
9
cited
MACA: A Modular Architecture for Conversational Agents
SIGDIAL Conference · 2017
8
cited
Towards Practical Tool Usage for Continually Learning LLMs
arXiv.org · 2024
8
cited
How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics
arXiv.org · 2020
6
cited
Memory Augmented Optimizers for Deep Learning
International Conference on Learning Representations · 2021
6
cited
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
Conference on Empirical Methods in Natural Language Processing · 2024
5
cited
Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games
arXiv.org · 2023
4
cited
Sometimes We Want Translationese
arXiv.org · 2021
4
cited
Tamil Sign Language Translation and Recognition System for Deaf-mute People Using Image Processing Techniques
Applied and Computational Engineering · 2023
4
cited
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes
Conference on Empirical Methods in Natural Language Processing · 2022
3
cited
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