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Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies

Nov 01, 2020
Alexander H. Liu, Yu-An Chung, James Glass

* Preprint 

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Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining

Oct 26, 2020
Cheng-I Lai, Yung-Sung Chuang, Hung-Yi Lee, Shang-Wen Li, James Glass


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Similarity Analysis of Self-Supervised Speech Representations

Oct 22, 2020
Yu-An Chung, Yonatan Belinkov, James Glass


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We Can Detect Your Bias: Predicting the Political Ideology of News Articles

Oct 11, 2020
Ramy Baly, Giovanni Da San Martino, James Glass, Preslav Nakov

* EMNLP-2020 
* Political bias, bias in news, neural networks bias, adversarial adaptation, triplet loss, transformers, recurrent neural networks 

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A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation

Sep 15, 2020
Moin Nadeem, Tianxing He, Kyunghyun Cho, James Glass

* To appear at AACL 2020; 9 pages, 12 figures, 2 tables 

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Constructing a Knowledge Graph from Unstructured Documents without External Alignment

Aug 20, 2020
Seunghak Yu, Tianxing He, James Glass


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AVLnet: Learning Audio-Visual Language Representations from Instructional Videos

Jun 16, 2020
Andrew Rouditchenko, Angie Boggust, David Harwath, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Rogerio Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James Glass


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CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning

Jun 04, 2020
Sameer Khurana, Antoine Laurent, James Glass

* submitted to INTERSPEECH 

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A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning

Jun 03, 2020
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James Glass

* Submitted to Interspeech 2020 

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Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption

May 19, 2020
Hongyin Luo, Shang-Wen Li, James Glass


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Vector-Quantized Autoregressive Predictive Coding

May 17, 2020
Yu-An Chung, Hao Tang, James Glass


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What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context

May 09, 2020
Ramy Baly, Georgi Karadzhov, Jisun An, Haewoon Kwak, Yoan Dinkov, Ahmed Ali, James Glass, Preslav Nakov

* ACL-2020 
* Factuality of reporting, fact-checking, political ideology, media bias, disinformation, propaganda, social media, news media 

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Similarity Analysis of Contextual Word Representation Models

May 03, 2020
John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass

* Accepted to ACL 2020 

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Improved Speech Representations with Multi-Target Autoregressive Predictive Coding

Apr 11, 2020
Yu-An Chung, James Glass

* Accepted to ACL 2020 

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SemEval-2016 Task 3: Community Question Answering

Dec 03, 2019
Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Walid Magdy, Hamdy Mubarak, Abed Alhakim Freihat, James Glass, Bilal Randeree

* SemEval-2016 
* community question answering, question-question similarity, question-comment similarity, answer reranking, English, Arabic. arXiv admin note: substantial text overlap with arXiv:1912.00730 

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SemEval-2015 Task 3: Answer Selection in Community Question Answering

Nov 26, 2019
Preslav Nakov, Lluís Màrquez, Walid Magdy, Alessandro Moschitti, James Glass, Bilal Randeree

* SemEval-2015 
* community question answering, answer selection, English, Arabic 

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Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech

Nov 21, 2019
David Harwath, Wei-Ning Hsu, James Glass


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On the Linguistic Representational Power of Neural Machine Translation Models

Nov 01, 2019
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass

* Accepted to appear in the Journal of Computational Linguistics 

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Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models

Oct 29, 2019
Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James Glass, Fuchun Peng


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Generative Pre-Training for Speech with Autoregressive Predictive Coding

Oct 23, 2019
Yu-An Chung, James Glass

* Code and pre-trained models are available at https://github.com/iamyuanchung/Autoregressive-Predictive-Coding 

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Tanbih: Get To Know What You Are Reading

Oct 04, 2019
Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Jisun An, Haewoon Kwak, Todor Staykovski, Israa Jaradat, Georgi Karadzhov, Ramy Baly, Kareem Darwish, James Glass, Preslav Nakov

* EMNLP-2019 

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Contrastive Language Adaptation for Cross-Lingual Stance Detection

Oct 04, 2019
Mitra Mohtarami, James Glass, Preslav Nakov

* EMNLP-2019 

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DARTS: Dialectal Arabic Transcription System

Sep 26, 2019
Sameer Khurana, Ahmed Ali, James Glass


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Automatic Fact-Checking Using Context and Discourse Information

Aug 04, 2019
Pepa Atanasova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Georgi Karadzhov, Tsvetomila Mihaylova, Mitra Mohtarami, James Glass

* J. Data and Information Quality, Volume 11 Issue 3, July 2019, Article No. 12 
* JDIQ,Special Issue on Combating Digital Misinformation and Disinformation 

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Transfer Learning from Audio-Visual Grounding to Speech Recognition

Jul 09, 2019
Wei-Ning Hsu, David Harwath, James Glass

* Accepted to Interspeech 2019. 4 pages, 2 figures 

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Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition

Jul 09, 2019
Yonatan Belinkov, Ahmed Ali, James Glass

* Interspeech 2019 (slightly expanded version) 

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Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models

Jun 17, 2019
Wei Fang, Yu-An Chung, James Glass


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FAKTA: An Automatic End-to-End Fact Checking System

Jun 07, 2019
Moin Nadeem, Wei Fang, Brian Xu, Mitra Mohtarami, James Glass

* Accepted to NAACL '19 

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