82 citations · 486 across the 40 of their papers we have counts for
9 papers · 1 filter
Robust cross-domain disfluency detection with pattern match networks
Vicky Zayats, Mari Ostendorf
In this paper we introduce a novel pattern match neural network architecture that uses neighbor similarity scores as features, eliminating the need for feature engineering in a dis…
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Yi Luan, Luheng He, Mari Ostendorf +1
We introduce a multi-task setup of identifying and classifying entities, relations, and coreference clusters in scientific articles. We create SciERC, a dataset that includes annot…
Scientific Relation Extraction with Selectively Incorporated Concept Embeddings
Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi
This paper describes our submission for the SemEval 2018 Task 7 shared task on semantic relation extraction and classification in scientific papers. We extend the end-to-end relati…
Training Augmentation with Adversarial Examples for Robust Speech Recognition
Sining Sun, Ching-Feng Yeh, Mari Ostendorf +2
This paper explores the use of adversarial examples in training speech recognition systems to increase robustness of deep neural network acoustic models. During training, the fast…
Domain Adversarial Training for Accented Speech Recognition
Sining Sun, Ching-Feng Yeh, Mei-Yuh Hwang +2
In this paper, we propose a domain adversarial training (DAT) algorithm to alleviate the accented speech recognition problem. In order to reduce the mismatch between labeled source…
Sounding Board: A User-Centric and Content-Driven Social Chatbot
Hao Fang, Hao Cheng, Maarten Sap +5
We present Sounding Board, a social chatbot that won the 2017 Amazon Alexa Prize. The system architecture consists of several components including spoken language processing, dialo…
Personalized Language Model for Query Auto-Completion
Aaron Jaech, Mari Ostendorf
Query auto-completion is a search engine feature whereby the system suggests completed queries as the user types. Recently, the use of a recurrent neural network language model was…
Community Member Retrieval on Social Media using Textual Information
Aaron Jaech, Shobhit Hathi, Mari Ostendorf
This paper addresses the problem of community membership detection using only text features in a scenario where a small number of positive labeled examples defines the community. T…
Real-Time Prediction of the Duration of Distribution System Outages
Aaron Jaech, Baosen Zhang, Mari Ostendorf +1
This paper addresses the problem of predicting duration of unplanned power outages, using historical outage records to train a series of neural network predictors. The initial dura…