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Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs

Nov 26, 2021
Peter Hase, Mona Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer

* 19 pages 

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AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization

Nov 11, 2021
Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona Diab

* arXiv admin note: substantial text overlap with arXiv:2104.08536 

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Discrete Cosine Transform as Universal Sentence Encoder

Jun 02, 2021
Nada Almarwani, Mona Diab

* to be published in ACL-IJCNLP 2021 

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Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data

Jun 02, 2021
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona Diab

* ACL 2021 

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Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation

Jun 01, 2021
Adithya Renduchintala, Denise Diaz, Kenneth Heafield, Xian Li, Mona Diab

* Accepted at ACL 2021 

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Multi-Perspective Abstractive Answer Summarization

Apr 17, 2021
Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Mona Diab

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Predicting Directionality in Causal Relations in Text

Mar 25, 2021
Pedram Hosseini, David A. Broniatowski, Mona Diab

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White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content

Jan 25, 2021
Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis Kakadiaris

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Detecting Hallucinated Content in Conditional Neural Sequence Generation

Nov 05, 2020
Chunting Zhou, Jiatao Gu, Mona Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad

* Under review 

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A Multitask Learning Approach for Diacritic Restoration

Jun 07, 2020
Sawsan Alqahtani, Ajay Mishra, Mona Diab

* ACL 2020 

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FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

May 07, 2020
Esin Durmus, He He, Mona Diab

* Accepted to ACL 2020 

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Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies

Apr 30, 2020
Maryam Aminian, Mohammad Sadegh Rasooli, Mona Diab

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DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking

Apr 27, 2020
Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona Diab, Smaranda Muresan

* ACL 2020 

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Learning to Classify Intents and Slot Labels Given a Handful of Examples

Apr 22, 2020
Jason Krone, Yi Zhang, Mona Diab

* 8 pages, 2 figures 

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Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections

Mar 19, 2020
Yi-An Lai, Xuan Zhu, Yi Zhang, Mona Diab

* Accepted by LREC 2020 

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Efficient Convolutional Neural Networks for Diacritic Restoration

Dec 14, 2019
Sawsan Alqahtani, Ajay Mishra, Mona Diab

* EMNLP 2019 
* accepted in EMNLP 2019 

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Homograph Disambiguation Through Selective Diacritic Restoration

Dec 10, 2019
Sawsan Alqahtani, Hanan Aldarmaki, Mona Diab

* accepted in WANLP 2019 

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Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues

Nov 05, 2019
Or Levi, Pedram Hosseini, Mona Diab, David A. Broniatowski

* Accepted to the 2nd Workshop on NLP for Internet Freedom (NLP4IF): Censorship, Disinformation, and Propaganda. Co-located with EMNLP-IJCNLP 2019 

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Part of speech tagging for code switched data

Nov 03, 2019
Fahad AlGhamdi, Giovanni Molina, Mona Diab, Thamar Solorio, Abdelati Hawwari, Victor Soto, Julia Hirschberg

* Association for Computational Linguistics 

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Overview for the Second Shared Task on Language Identification in Code-Switched Data

Sep 28, 2019
Giovanni Molina, Fahad AlGhamdi, Mahmoud Ghoneim, Abdelati Hawwari, Nicolas Rey-Villamizar, Mona Diab, Thamar Solorio

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Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data

Sep 28, 2019
Mona Diab, Mahmoud Ghoneim, Abdelati Hawwari, Fahad AlGhamdi, Nada AlMarwani, Mohamed Al-Badrashiny

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WASA: A Web Application for Sequence Annotation

Sep 28, 2019
Fahad AlGhamdi, Mona Diab

* Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018) 

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CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots

Sep 18, 2019
Arshit Gupta, Peng Zhang, Garima Lalwani, Mona Diab

* To appear at EMNLP 2019 

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Efficient Sentence Embedding using Discrete Cosine Transform

Sep 06, 2019
Nada Almarwani, Hanan Aldarmaki, Mona Diab

* EMNLP 2019 
* To appear in EMNLP 2019 

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Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task

Jun 10, 2019
Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Mona Diab, Julia Hirschberg, Thamar Solorio

* Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching, 2018, 138-147 
* ACL 2018 (CALCS) 

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Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data

May 31, 2019
Fahad AlGhamdi, Mona Diab

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GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus

May 23, 2019
Shabnam Tafreshi, Mona Diab

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