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ORCIDMona T. Diab
Mona Talat Diab
Person information
- affiliation: George Washington University, Department of Computer Science, Washington, DC, USA
- affiliation (former): Columbia University, New York City, NY, USA
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Books and Theses
- 2003
[b1]Mona Talat Diab:
Word Sense Disambiguation within a Multilingual Framework. University of Maryland, College Park, MD, USA, 2003
Journal Articles
- 2023
- [j10]Muhammad Huzaifa Bashir, Aqil M. Azmi, Haq Nawaz, Wajdi Zaghouani, Mona T. Diab, Ala I. Al-Fuqaha, Junaid Qadir
:
Arabic natural language processing for Qur'anic research: a systematic review. Artif. Intell. Rev. 56(7): 6801-6854 (2023) - [j9]Muhammad Huzaifa Bashir, Aqil M. Azmi, Haq Nawaz, Wajdi Zaghouani, Mona T. Diab, Ala I. Al-Fuqaha, Junaid Qadir:
Author Correction: Arabic natural language processing for Qur'anic research: a systematic review. Artif. Intell. Rev. 56(11): 13951-13952 (2023) - 2018
- [j8]Hanan Aldarmaki, Mahesh Mohan, Mona T. Diab:
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings. Trans. Assoc. Comput. Linguistics 6: 185-196 (2018) - 2016
- [j7]Wajdi Zaghouani, Abdelati Hawwari, Mona T. Diab, Tim O'Gorman, Ahmed Badran:
AMPN: a semantic resource for Arabic morphological patterns. Int. J. Speech Technol. 19(2): 281-288 (2016) - 2014
- [j6]Heba Elfardy, Mohamed Al-Badrashiny, Mona T. Diab:
A hybrid system for code switch point detection in informal Arabic text. XRDS 21(1): 52-57 (2014) - [j5]Muhammad Abdul-Mageed, Mona T. Diab, Sandra Kübler:
SAMAR: Subjectivity and sentiment analysis for Arabic social media. Comput. Speech Lang. 28(1): 20-37 (2014) - 2011
- [j4]Graham Katz, Mona T. Diab:
Introduction to the Special Issue on Arabic Computational Linguistics. ACM Trans. Asian Lang. Inf. Process. 10(1): 1:1-1:4 (2011) - 2009
- [j3]Yassine Benajiba, Mona T. Diab, Paolo Rosso:
Using Language Independent and Language Specific Features to Enhance Arabic Named Entity Recognition. Int. Arab J. Inf. Technol. 6(5): 463-471 (2009) - [j2]Yassine Benajiba, Mona T. Diab, Paolo Rosso:
Arabic Named Entity Recognition: A Feature-Driven Study. IEEE Trans. Speech Audio Process. 17(5): 926-934 (2009) - 1999
- [j1]Philip Resnik, Mari Broman Olsen, Mona T. Diab:
The Bible as a Parallel Corpus: Annotating the 'Book of 2000 Tongues'. Comput. Humanit. 33(1-2): 129-153 (1999)
Conference and Workshop Papers
- 2024
- [c159]Peter Henderson, Jieru Hu, Mona T. Diab, Joelle Pineau:
Rethinking Machine Learning Benchmarks in the Context of Professional Codes of Conduct. CSLAW 2024: 109-120 - 2023
- [c158]Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma, Zhijing Jin, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz:
ALERT: Adapt Language Models to Reasoning Tasks. ACL (1) 2023: 1055-1081 - [c157]Amal AlQahtani, Rana Aref Salama, Mona Talat Diab, Abdou Youssef:
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues. ClinicalNLP@ACL 2023: 524-528 - [c156]Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer:
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. EACL 2023: 2706-2723 - [c155]Elizabeth Salesky, Kareem Darwish, Mohamed Al-Badrashiny, Mona T. Diab, Jan Niehues:
Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology. IWSLT@ACL 2023: 62-78 - 2022
- [c154]A. Stevie Bergman, Mona T. Diab:
Towards Responsible Natural Language Annotation for the Varieties of Arabic. ACL (Findings) 2022: 364-371 - [c153]Amal AlQahtani, Efsun Sarioglu Kayi, Sardar Hamidian, Michael Compton, Mona T. Diab:
A Quantitative and Qualitative Analysis of Schizophrenia Language. LOUHI@EMNLP 2022: 173-183 - [c152]Daniel Licht, Cynthia Gao, Janice Lam, Francisco Guzmán, Mona T. Diab, Philipp Koehn:
Consistent Human Evaluation of Machine Translation across Language Pairs. AMTA 2022: 309-321 - [c151]Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab:
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. EMNLP 2022: 2109-2120 - [c150]Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona T. Diab, Veselin Stoyanov, Xian Li:
Few-shot Learning with Multilingual Generative Language Models. EMNLP 2022: 9019-9052 - [c149]Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giridharan Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeffrey Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Veselin Stoyanov:
Efficient Large Scale Language Modeling with Mixtures of Experts. EMNLP 2022: 11699-11732 - [c148]Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona T. Diab:
Text Characterization Toolkit (TCT). AACL/IJCNLP (System Demonstrations) 2022: 72-87 - [c147]Jennifer Tracey, Owen Rambow, Claire Cardie, Adam Dalton, Hoa Trang Dang, Mona T. Diab, Bonnie J. Dorr, Louise Guthrie, Magdalena Markowska, Smaranda Muresan, Vinodkumar Prabhakaran, Samira Shaikh, Tomek Strzalkowski:
BeSt: The Belief and Sentiment Corpus. LREC 2022: 2460-2467 - [c146]Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona T. Diab:
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization. NAACL-HLT 2022: 2508-2520 - 2021
- [c145]Adithya Renduchintala, Denise Díaz, Kenneth Heafield, Xian Li, Mona T. Diab:
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation. ACL/IJCNLP (2) 2021: 99-109 - [c144]Nada AlMarwani, Mona T. Diab:
Discrete Cosine Transform as Universal Sentence Encoder. ACL/IJCNLP (2) 2021: 419-426 - [c143]Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab:
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. ACL/IJCNLP (1) 2021: 802-812 - [c142]Chunting Zhou, Graham Neubig, Jiatao Gu, Mona T. Diab, Francisco Guzmán, Luke Zettlemoyer, Marjan Ghazvininejad:
Detecting Hallucinated Content in Conditional Neural Sequence Generation. ACL/IJCNLP (Findings) 2021: 1393-1404 - [c141]Parsa Farinneya, Mohammad Mahdi Abdollah Pour, Sardar Hamidian, Mona T. Diab:
Active Learning for Rumor Identification on Social Media. EMNLP (Findings) 2021: 4556-4565 - 2020
- [c140]Esin Durmus, He He, Mona T. Diab:
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization. ACL 2020: 5055-5070 - [c139]Sawsan Alqahtani, Ajay Mishra, Mona T. Diab:
A Multitask Learning Approach for Diacritic Restoration. ACL 2020: 8238-8247 - [c138]Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona T. Diab, Smaranda Muresan:
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking. ACL 2020: 8593-8606 - [c137]Efsun Sarioglu Kayi, Linyong Nan, Bohan Qu, Mona T. Diab, Kathleen R. McKeown:
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages. COLING 2020: 4693-4703 - [c136]Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies. EMNLP (1) 2020: 8268-8274 - [c135]Mona T. Diab:
Data Paucity and Low Resource Scenarios: Challenges and Opportunities. KDD 2020: 3612 - [c134]Yi-An Lai, Xuan Zhu, Yi Zhang, Mona T. Diab:
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections. LREC 2020: 1739-1746 - [c133]Mona T. Diab:
Information propagation in an era of Infodemics: The role of language content. SNAMS 2020: 1 - 2019
- [c132]Arshit Gupta, Peng Zhang, Garima Lalwani, Mona T. Diab:
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots. EMNLP/IJCNLP (1) 2019: 1285-1290 - [c131]Sawsan Alqahtani, Ajay Mishra, Mona T. Diab:
Efficient Convolutional Neural Networks for Diacritic Restoration. EMNLP/IJCNLP (1) 2019: 1442-1448 - [c130]Nada AlMarwani, Hanan Aldarmaki, Mona T. Diab:
Efficient Sentence Embedding using Discrete Cosine Transform. EMNLP/IJCNLP (1) 2019: 3670-3676 - [c129]Denis Peskov, Nancy E. Clarke, Jason Krone, Brigi Fodor, Yi Zhang, Adel Youssef, Mona T. Diab:
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data. EMNLP/IJCNLP (1) 2019: 4525-4535 - [c128]Amal AlQahtani, Efsun Sarioglu Kayi, Mona T. Diab:
Understanding Cohesion in Writings and Speech of Schizophrenia Patients. ICMLA 2019: 364-369 - [c127]Sawsan Alqahtani, Mona T. Diab:
Investigating Input and Output Units in Diacritic Restoration. ICMLA 2019: 811-817 - [c126]Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles. IWCS (1) 2019: 200-210 - [c125]Hanan Aldarmaki, Mona T. Diab:
Context-Aware Cross-Lingual Mapping. NAACL-HLT (1) 2019: 3906-3911 - [c124]Pedram Hosseini, Mona T. Diab, David A. Broniatowski:
Does Causal Coherence Predict Online Spread of Social Media? SBP-BRiMS 2019: 184-193 - [c123]Shabnam Tafreshi, Mona T. Diab:
GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus. SemEval@NAACL-HLT 2019: 230-235 - [c122]Sardar Hamidian, Mona T. Diab:
GWU NLP at SemEval-2019 Task 7: Hybrid Pipeline for Rumour Veracity and Stance Classification on Social Media. SemEval@NAACL-HLT 2019: 1115-1119 - [c121]Hanan Aldarmaki, Mona T. Diab:
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings. *SEM@NAACL-HLT 2019: 51-60 - [c120]Sawsan Alqahtani, Hanan Aldarmaki, Mona T. Diab:
Homograph Disambiguation through Selective Diacritic Restoration. WANLP@ACL 2019 2019: 49-59 - 2018
- [c119]Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Mona T. Diab, Julia Hirschberg, Thamar Solorio:
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task. CodeSwitch@ACL 2018: 138-147 - [c118]Hanan Aldarmaki, Mona T. Diab:
Evaluation of Unsupervised Compositional Representations. COLING 2018: 2666-2677 - [c117]Shabnam Tafreshi, Mona T. Diab:
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning. COLING 2018: 2905-2913 - [c116]Fahad AlGhamdi, Mona T. Diab:
WASA: A Web Application for Sequence Annotation. LREC 2018 - [c115]Shabnam Tafreshi, Mona T. Diab:
Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus. LREC 2018 - 2017
- [c114]Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Transferring Semantic Roles Using Translation and Syntactic Information. IJCNLP(2) 2017: 13-19 - [c113]Daniel M. Cer, Mona T. Diab, Eneko Agirre, Iñigo Lopez-Gazpio, Lucia Specia:
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation. SemEval@ACL 2017: 1-14 - [c112]Nada AlMarwani, Mona T. Diab:
GW_QA at SemEval-2017 Task 3: Question Answer Re-ranking on Arabic Fora. SemEval@ACL 2017: 344-348 - [c111]Efsun Sarioglu Kayi, Mona T. Diab, Luca Pauselli, Michael Compton, Glen Coppersmith:
Predictive Linguistic Features of Schizophrenia. *SEM 2017: 241-250 - [c110]Mohamed Al-Badrashiny, Abdelati Hawwari, Mona T. Diab:
A Layered Language Model based Hybrid Approach to Automatic Full Diacritization of Arabic. WANLP@EACL 2017: 177-184 - [c109]Nada AlMarwani, Mona T. Diab:
Arabic Textual Entailment with Word Embeddings. WANLP@EACL 2017: 185-190 - 2016
- [c108]Mohamed Al-Badrashiny, Abdelati Hawwari, Mahmoud Ghoneim, Mona T. Diab:
SAMER: A Semi-Automatically Created Lexical Resource for Arabic Verbal Multiword Expressions Tokens Paradigm and their Morphosyntactic Features. ALR@COLING 2016: 113-122 - [c107]Wajdi Zaghouani, Abdelati Hawwari, Sawsan Alqahtani, Houda Bouamor, Mahmoud Ghoneim, Mona T. Diab, Kemal Oflazer:
Using Ambiguity Detection to Streamline Linguistic Annotation. CL4LC@COLING 2016 2016: 127-136 - [c106]Giovanni Molina, Fahad AlGhamdi, Mahmoud Ghoneim, Abdelati Hawwari, Nicolas Rey-Villamizar, Mona T. Diab, Thamar Solorio:
Overview for the Second Shared Task on Language Identification in Code-Switched Data. CodeSwitch@EMNLP 2016: 40-49 - [c105]Fahad AlGhamdi, Giovanni Molina, Mona T. Diab, Thamar Solorio, Abdelati Hawwari, Victor Soto, Julia Hirschberg:
Part of Speech Tagging for Code Switched Data. CodeSwitch@EMNLP 2016: 98-107 - [c104]Mohamed Al-Badrashiny, Mona T. Diab:
The George Washington University System for the Code-Switching Workshop Shared Task 2016. CodeSwitch@EMNLP 2016: 108-111 - [c103]Heba Elfardy, Mona T. Diab:
Addressing Annotation Complexity: The Case of Annotating Ideological Perspective in Egyptian Social Media. LAW@ACL 2016 - [c102]Sawsan Alqahtani, Mahmoud Ghoneim, Mona T. Diab:
Investigating the Impact of Various Partial Diacritization Schemes on Arabic-English Statistical Machine Translation. AMTA (1) 2016: 191-204 - [c101]Mohammed Attia, Ayah Zirikly, Mona T. Diab:
The Power of Language Music: Arabic Lemmatization through Patterns. CogALex@COLING 2016: 40-50 - [c100]Mohamed Al-Badrashiny, Mona T. Diab:
LILI: A Simple Language Independent Approach for Language Identification. COLING 2016: 1211-1219 - [c99]Mona T. Diab, Pascale Fung, Julia Hirschberg, Thamar Solorio:
Computational Approaches to Linguistic Code Switching. INTERSPEECH 2016 - [c98]Mohamed Al-Badrashiny, Arfath Pasha, Mona T. Diab, Nizar Habash, Owen Rambow, Wael Salloum, Ramy Eskander:
SPLIT: Smart Preprocessing (Quasi) Language Independent Tool. LREC 2016 - [c97]Mona T. Diab, Mahmoud Ghoneim, Abdelati Hawwari, Fahad AlGhamdi, Nada AlMarwani, Mohamed Al-Badrashiny:
Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data. LREC 2016 - [c96]Abdelati Hawwari, Mohammed Attia, Mahmoud Ghoneim, Mona T. Diab:
Explicit Fine grained Syntactic and Semantic Annotation of the Idafa Construction in Arabic. LREC 2016 - [c95]Wajdi Zaghouani, Houda Bouamor, Abdelati Hawwari, Mona T. Diab, Ossama Obeid, Mahmoud Ghoneim, Sawsan Alqahtani, Kemal Oflazer:
Guidelines and Framework for a Large Scale Arabic Diacritized Corpus. LREC 2016 - [c94]Heba Elfardy, Mona T. Diab:
CU-GWU Perspective at SemEval-2016 Task 6: Ideological Stance Detection in Informal Text. SemEval@NAACL-HLT 2016: 434-439 - [c93]Eneko Agirre, Carmen Banea, Daniel M. Cer, Mona T. Diab, Aitor Gonzalez-Agirre, Rada Mihalcea, German Rigau, Janyce Wiebe:
SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual Evaluation. SemEval@NAACL-HLT 2016: 497-511 - [c92]Hanan Aldarmaki, Mona T. Diab:
GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS. SemEval@NAACL-HLT 2016: 663-667 - [c91]Ayah Zirikly, Bart Desmet, Mona T. Diab:
The GW/LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection. VarDial@COLING 2016: 33-41 - [c90]Mona T. Diab:
Processing Dialectal Arabic: Exploiting Variability and Similarity to Overcome Challenges and Discover Opportunities. VarDial@COLING 2016: 42 - [c89]Maryam Aminian, Mohamed Al-Badrashiny, Mona T. Diab:
Automatic Verification and Augmentation of Multilingual Lexicons. VarDial@COLING 2016: 73-81 - [c88]Sardar Hamidian, Mona T. Diab:
Rumor Identification and Belief Investigation on Twitter. WASSA@NAACL-HLT 2016: 3-8 - 2015
- [c87]Mona T. Diab:
Tharawat: A Vision for a Comprehensive Resource for Arabic Computational Processing. CICLing (1) 2015: 85-97 - [c86]Mohamed Al-Badrashiny, Heba Elfardy, Mona T. Diab:
AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic. CoNLL 2015: 42-51 - [c85]Ayah Zirikly, Mona T. Diab:
Named Entity Recognition for Arabic Social Media. VS@HLT-NAACL 2015: 176-185 - [c84]Eneko Agirre, Carmen Banea, Claire Cardie, Daniel M. Cer, Mona T. Diab, Aitor Gonzalez-Agirre, Weiwei Guo, Iñigo Lopez-Gazpio, Montse Maritxalar, Rada Mihalcea, German Rigau, Larraitz Uria, Janyce Wiebe:
SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability. SemEval@NAACL-HLT 2015: 252-263 - [c83]Maryam Aminian, Mahmoud Ghoneim, Mona T. Diab:
Unsupervised False Friend Disambiguation Using Contextual Word Clusters and Parallel Word Alignments. SSST@NAACL-HLT 2015: 39-48 - [c82]Vinodkumar Prabhakaran, Tomas By, Julia Hirschberg, Owen Rambow, Samira Shaikh, Tomek Strzalkowski, Jennifer Tracey, Michael Arrigo, Rupayan Basu, Micah Clark, Adam Dalton, Mona T. Diab, Louise Guthrie, Anna Prokofieva, Stephanie M. Strassel, Gregory Werner, Yorick Wilks, Janyce Wiebe:
A New Dataset and Evaluation for Belief/Factuality. *SEM@NAACL-HLT 2015: 82-91 - [c81]Heba Elfardy, Mona T. Diab, Chris Callison-Burch:
Ideological Perspective Detection Using Semantic Features. *SEM@NAACL-HLT 2015: 137-146 - [c80]Houda Bouamor, Wajdi Zaghouani, Mona T. Diab, Ossama Obeid, Kemal Oflazer, Mahmoud Ghoneim, Abdelati Hawwari:
A Pilot Study on Arabic Multi-Genre Corpus Diacritization. ANLP@ACL 2015: 80-88 - [c79]Mohammed Attia, Mohamed Al-Badrashiny, Mona T. Diab:
GWU-HASP-2015$@$QALB-2015 Shared Task: Priming Spelling Candidates with Probability. ANLP@ACL 2015: 138-143 - [c78]Hanan Aldarmaki, Mona T. Diab:
Robust Part-of-speech Tagging of Arabic Text. ANLP@ACL 2015: 173-182 - 2014
- [c77]Wael Salloum, Heba Elfardy, Linda Alamir-Salloum, Nizar Habash, Mona T. Diab:
Sentence Level Dialect Identification for Machine Translation System Selection. ACL (2) 2014: 772-778 - [c76]Thamar Solorio, Elizabeth Blair, Suraj Maharjan, Steven Bethard, Mona T. Diab, Mahmoud Ghoneim, Abdelati Hawwari, Fahad AlGhamdi, Julia Hirschberg, Alison Chang, Pascale Fung:
Overview for the First Shared Task on Language Identification in Code-Switched Data. CodeSwitch@EMNLP 2014: 62-72 - [c75]Heba Elfardy, Mohamed Al-Badrashiny, Mona T. Diab:
AIDA: Identifying Code Switching in Informal Arabic Text. CodeSwitch@EMNLP 2014: 94-101 - [c74]Kfir Bar, Mona T. Diab, Abdelati Hawwari:
Arabic Multiword Expressions. Language, Culture, Computation (3) 2014: 64-81 - [c73]Weiwei Guo, Wei Liu, Mona T. Diab:
Fast Tweet Retrieval with Compact Binary Codes. COLING 2014: 486-496 - [c72]Arfath Pasha, Mohamed Al-Badrashiny, Mona T. Diab, Ahmed El Kholy, Ramy Eskander, Nizar Habash, Manoj Pooleery, Owen Rambow, Ryan Roth:
MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of Arabic. LREC 2014: 1094-1101 - [c71]Muhammad Abdul-Mageed, Mona T. Diab:
SANA: A Large Scale Multi-Genre, Multi-Dialect Lexicon for Arabic Subjectivity and Sentiment Analysis. LREC 2014: 1162-1169 - [c70]Mona T. Diab, Mohamed Al-Badrashiny, Maryam Aminian, Mohammed Attia, Heba Elfardy, Nizar Habash, Abdelati Hawwari, Wael Salloum, Pradeep Dasigi, Ramy Eskander:
Tharwa: A Large Scale Dialectal Arabic - Standard Arabic - English Lexicon. LREC 2014: 3782-3789 - [c69]Eneko Agirre, Carmen Banea, Claire Cardie, Daniel M. Cer, Mona T. Diab, Aitor Gonzalez-Agirre, Weiwei Guo, Rada Mihalcea, German Rigau, Janyce Wiebe:
SemEval-2014 Task 10: Multilingual Semantic Textual Similarity. SemEval@COLING 2014: 81-91 - [c68]Abdelati Hawwari, Mohammed Attia, Mona T. Diab:
A Framework for the Classification and Annotation of Multiword Expressions in Dialectal Arabic. ANLP@EMNLP 2014: 48-56 - [c67]Ayah Zirikly, Mona T. Diab:
Named Entity Recognition System for Dialectal Arabic. ANLP@EMNLP 2014: 78-86 - [c66]Mohammed Attia, Mohamed Al-Badrashiny, Mona T. Diab:
GWU-HASP: Hybrid Arabic Spelling and Punctuation Corrector. ANLP@EMNLP 2014: 148-154 - 2013
- [c65]Weiwei Guo, Hao Li, Heng Ji, Mona T. Diab:
Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media. ACL (1) 2013: 239-249 - [c64]Heba Elfardy, Mona T. Diab:
Sentence Level Dialect Identification in Arabic. ACL (2) 2013: 456-461 - [c63]Nadi Tomeh, Nizar Habash, Ryan Roth, Noura Farra, Pradeep Dasigi, Mona T. Diab:
Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition. ACL (2) 2013: 549-555 - [c62]Amjad Abu-Jbara, Ben King, Mona T. Diab, Dragomir R. Radev:
Identifying Opinion Subgroups in Arabic Online Discussions. ACL (2) 2013: 829-835 - [c61]Mona T. Diab:
Semantic Textual Similarity: past present and future. JSSP 2013: 6 - [c60]Arfath Pasha, Mohamed Al-Badrashiny, Mohamed Altantawy, Nizar Habash, Manoj Pooleery, Owen Rambow, Ryan M. Roth, Mona T. Diab:
DIRA: Dialectal Arabic Information Retrieval Assistant. IJCNLP 2013: 13-16 - [c59]Mahmoud Ghoneim, Mona T. Diab:
Multiword Expressions in the Context of Statistical Machine Translation. IJCNLP 2013: 1181-1187 - [c58]Weiwei Guo, Mona T. Diab:
Improving Lexical Semantics for Sentential Semantics: Modeling Selectional Preference and Similar Words in a Latent Variable Model. HLT-NAACL 2013: 739-745 - [c57]Ayah Zirikly, Mona T. Diab:
ANEAR: Automatic Named Entity Aliasing Resolution. NLDB 2013: 213-224 - [c56]Heba Elfardy, Mohamed Al-Badrashiny, Mona T. Diab:
Code Switch Point Detection in Arabic. NLDB 2013: 412-416 - [c55]Muhammad Abdul-Mageed, Mona T. Diab, Sandra Kübler:
ASMA: A System for Automatic Segmentation and Morpho-Syntactic Disambiguation of Modern Standard Arabic. RANLP 2013: 1-8 - [c54]Eneko Agirre, Daniel M. Cer, Mona T. Diab, Aitor Gonzalez-Agirre, Weiwei Guo:
*SEM 2013 shared task: Semantic Textual Similarity. *SEM@NAACL-HLT 2013: 32-43 - 2012
- [c53]Vinodkumar Prabhakaran, Michael Bloodgood, Mona T. Diab, Bonnie J. Dorr, Lori S. Levin, Christine D. Piatko, Owen Rambow, Benjamin Van Durme:
Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing. ExProM@ACL 2012: 57-64 - [c52]Pradeep Dasigi, Weiwei Guo, Mona T. Diab:
Genre Independent Subgroup Detection in Online Discussion Threads: A Study of Implicit Attitude using Textual Latent Semantics. ACL (2) 2012: 65-69 - [c51]Weiwei Guo, Mona T. Diab:
Learning the Latent Semantics of a Concept from its Definition. ACL (2) 2012: 140-144 - [c50]Amjad Abu-Jbara, Pradeep Dasigi, Mona T. Diab, Dragomir R. Radev:
Subgroup Detection in Ideological Discussions. ACL (1) 2012: 399-409 - [c49]Weiwei Guo, Mona T. Diab:
Modeling Sentences in the Latent Space. ACL (1) 2012: 864-872 - [c48]Abdelati Hawwari, Kfir Bar, Mona T. Diab:
Building an Arabic Multiword Expressions Repository. SPMRL@ACL 2012 2012: 24-29 - [c47]Wajdi Zaghouani, Abdelati Hawwari, Mona T. Diab:
A Pilot PropBank Annotation for Quranic Arabic. CLfL@NAACL-HLT 2012: 78-83 - [c46]Heba Elfardy, Mona T. Diab:
Token Level Identification of Linguistic Code Switching. COLING (Posters) 2012: 287-296 - [c45]Vinodkumar Prabhakaran, Owen Rambow, Mona T. Diab:
Who's (Really) the Boss? Perception of Situational Power in Written Interactions. COLING 2012: 2259-2274 - [c44]Heba Elfardy, Mona T. Diab:
Simplified guidelines for the creation of Large Scale Dialectal Arabic Annotations. LREC 2012: 371-378 - [c43]Nizar Habash, Mona T. Diab, Owen Rambow:
Conventional Orthography for Dialectal Arabic. LREC 2012: 711-718 - [c42]Vinodkumar Prabhakaran, Huzaifa Neralwala, Owen Rambow, Mona T. Diab:
Annotations for Power Relations on Email Threads. LREC 2012: 806-811 - [c41]Muhammad Abdul-Mageed, Mona T. Diab:
AWATIF: A Multi-Genre Corpus for Modern Standard Arabic Subjectivity and Sentiment Analysis. LREC 2012: 3907-3914 - [c40]Mona T. Diab, Nizar Habash:
Arabic Dialect Processing Tutorial. HLT-NAACL 2012 - [c39]Vinodkumar Prabhakaran, Owen Rambow, Mona T. Diab:
Predicting Overt Display of Power in Written Dialogs. HLT-NAACL 2012: 518-522 - [c38]Eneko Agirre, Daniel M. Cer, Mona T. Diab, Aitor Gonzalez-Agirre:
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity. SemEval@NAACL-HLT 2012: 385-393 - [c37]Weiwei Guo, Mona T. Diab:
Weiwei: A Simple Unsupervised Latent Semantics based Approach for Sentence Similarity. SemEval@NAACL-HLT 2012: 586-590 - [c36]Muhammad Abdul-Mageed, Sandra Kübler, Mona T. Diab:
SAMAR: A System for Subjectivity and Sentiment Analysis of Arabic Social Media. WASSA@ACL 2012: 19-28 - 2011
- [c35]Muhammad Abdul-Mageed, Mona T. Diab, Mohammed Korayem:
Subjectivity and Sentiment Analysis of Modern Standard Arabic. ACL (2) 2011: 587-591 - [c34]Mona T. Diab, Ankit Kamboj:
Feasibility of Leveraging Crowd Sourcing for the Creation of a Large Scale Annotated Resource for Hindi English Code Switched Data: A Pilot Annotation. ALR@IJCNLP 2011: 36-40 - [c33]Muhammad Abdul-Mageed, Mona T. Diab:
Subjectivity and Sentiment Annotation of Modern Standard Arabic Newswire. Linguistic Annotation Workshop 2011: 110-118 - [c32]Pradeep Dasigi, Mona T. Diab:
Named Entity Transliteration Generation Leveraging Statistical Machine Translation Technology. NEWS@IJCNLP 2011: 106-111 - [c31]Weiwei Guo, Mona T. Diab:
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions. EMNLP 2011: 552-561 - [c30]Pradeep Dasigi, Mona T. Diab:
CODACT: Towards Identifying Orthographic Variants in Dialectal Arabic. IJCNLP 2011: 318-326 - 2010
- [c29]Yassine Benajiba, Imed Zitouni, Mona T. Diab, Paolo Rosso:
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data. ACL (2) 2010: 281-285 - [c28]Weiwei Guo, Mona T. Diab:
Combining Orthogonal Monolingual and Multilingual Sources of Evidence for All Words WSD. ACL 2010: 1542-1551 - [c27]Wajdi Zaghouani, Mona T. Diab, Aous Mansouri, Sameer Pradhan, Martha Palmer:
The Revised Arabic PropBank. Linguistic Annotation Workshop 2010: 222-226 - [c26]Vinodkumar Prabhakaran, Owen Rambow, Mona T. Diab:
Automatic Committed Belief Tagging. COLING (Posters) 2010: 1014-1022 - [c25]Marine Carpuat, Mona T. Diab:
Task-based Evaluation of Multiword Expressions: a Pilot Study in Statistical Machine Translation. HLT-NAACL 2010: 242-245 - [c24]Weiwei Guo, Mona T. Diab:
COLEPL and COLSLM: An Unsupervised WSD Approach to Multilingual Lexical Substitution, Tasks 2 and 3 SemEval 2010. SemEval@ACL 2010: 129-133 - 2009
- [c23]Kristen Parton, Kathleen R. McKeown, Bob Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-Tür, Mary P. Harper, Heng Ji, Wei-Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gökhan Tür, Wei Xu, Sibel Yaman:
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task. ACL/IJCNLP 2009: 423-431 - [c22]Mona T. Diab, Lori S. Levin, Teruko Mitamura, Owen Rambow, Vinodkumar Prabhakaran, Weiwei Guo:
Committed Belief Annotation and Tagging. Linguistic Annotation Workshop 2009: 68-73 - [c21]Mona T. Diab, Madhav Krishna:
Unsupervised Classification of Verb Noun Multi-Word Expression Tokens. CICLing 2009: 98-110 - [c20]Mona T. Diab, Pravin Bhutada:
Verb Noun Construction MWE Token Classification. MWE@IJCNLP 2009: 17-22 - [c19]Weiwei Guo, Mona T. Diab:
Improvements To Monolingual English Word Sense Disambiguation. SEW@NAACL-HLT 2009: 64-69 - 2008
- [c18]Ryan Roth, Owen Rambow, Nizar Habash, Mona T. Diab, Cynthia Rudin:
Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature Ranking. ACL (2) 2008: 117-120 - [c17]Mona T. Diab, Alessandro Moschitti, Daniele Pighin:
Semantic Role Labeling Systems for Arabic using Kernel Methods. ACL 2008: 798-806 - [c16]Yassine Benajiba, Mona T. Diab, Paolo Rosso:
Arabic Named Entity Recognition using Optimized Feature Sets. EMNLP 2008: 284-293 - [c15]Martha Palmer, Olga Babko-Malaya, Ann Bies, Mona T. Diab, Mohamed Maamouri, Aous Mansouri, Wajdi Zaghouani:
A Pilot Arabic Propbank. LREC 2008 - 2007
- [c14]Mona T. Diab:
Improved Arabic Base Phrase Chunking with a new enriched POS tag set. SEMITIC@ACL 2007: 89-96 - [c13]Mona T. Diab, Mahmoud Ghoneim, Nizar Habash:
Arabic diacritization in the context of statistical machine translation. MTSummit 2007 - [c12]Katrin Kirchhoff, Owen Rambow, Nizar Habash, Mona T. Diab:
Semi-automatic error analysis for large-scale statistical machine translation. MTSummit 2007 - [c11]Mona T. Diab, Nizar Habash:
Arabic Dialect Processing Tutorial. HLT-NAACL (Tutorial Abstracts) 2007: 5-6 - [c10]Mona T. Diab, Musa Alkhalifa, Sabry ElKateb, Christiane Fellbaum, Aous Mansouri, Martha Palmer:
SemEval-2007 Task 18: Arabic Semantic Labeling. SemEval@ACL 2007: 93-98 - [c9]Mona T. Diab, Alessandro Moschitti, Daniele Pighin:
CUNIT: A Semantic Role Labeling System for Modern Standard Arabic. SemEval@ACL 2007: 133-136 - 2006
- [c8]Neal Snider, Mona T. Diab:
Unsupervised Induction of Modern Standard Arabic Verb Classes Using Syntactic Frames and LSA. ACL 2006 - [c7]David Chiang, Mona T. Diab, Nizar Habash, Owen Rambow, Safiullah Shareef:
Parsing Arabic Dialects. EACL 2006 - [c6]Mohamed Maamouri, Ann Bies, Tim Buckwalter, Mona T. Diab, Nizar Habash, Owen Rambow, Dalila Tabessi:
Developing and Using a Pilot Dialectal Arabic Treebank. LREC 2006: 443-448 - [c5]Neal Snider, Mona T. Diab:
Unsupervised Induction of Modern Standard Arabic Verb Classes. HLT-NAACL 2006 - 2004
- [c4]Mona T. Diab:
Relieving the data Acquisition Bottleneck in Word Sense Disambiguation. ACL 2004: 303-310 - [c3]Mona T. Diab, Kadri Hacioglu, Daniel Jurafsky:
Automatic Tagging of Arabic Text: From Raw Text to Base Phrase Chunks. HLT-NAACL (Short Papers) 2004 - 2002
- [c2]Mona T. Diab, Philip Resnik:
An Unsupervised Method for Word Sense Tagging using Parallel Corpora. ACL 2002: 255-262 - 2000
- [c1]Mona T. Diab, Steve Finch:
A statistical translation model using comparable corpora. RIAO 2000: 1500-1508
Parts in Books or Collections
- 2014
- [p1]Mona T. Diab, Yuval Marton:
Semantic Processing of Semitic Languages. NLP of Semitic Languages 2014: 129-159
Editorship
- 2021
- [e11]Thamar Solorio, Shuguang Chen, Alan W. Black, Mona T. Diab, Sunayana Sitaram, Victor Soto, Emre Yilmaz, Anirudh Srinivasan:
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching, CALCS@NAACL 2021, Online, June 11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-45-9 [contents] - 2020
- [e10]Thamar Solorio, Monojit Choudhury, Kalika Bali, Sunayana Sitaram, Amitava Das, Mona T. Diab:
Proceedings of the The 4th Workshop on Computational Approaches to Code Switching, CodeSwitch@LREC 2020, Marseille, France, May, 2020. European Language Resources Association 2020, ISBN 979-10-95546-66-5 [contents] - 2018
- [e9]Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Thamar Solorio, Mona T. Diab, Julia Hirschberg:
Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching@ACL 2018, Melbourne, Australia, July 19, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-45-2 [contents] - 2017
- [e8]Nizar Habash, Mona T. Diab, Kareem Darwish, Wassim El-Hajj, Hend S. Al-Khalifa, Houda Bouamor, Nadi Tomeh, Mahmoud El-Haj:
Proceedings of the Third Arabic Natural Language Processing Workshop, WANLP 2017@EACL, Valencia, Spain, April 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-44-9 [contents] - 2016
- [e7]Mona T. Diab, Pascale Fung, Mahmoud Ghoneim, Julia Hirschberg, Thamar Solorio:
Proceedings of the Second Workshop on Computational Approaches to Code Switching@EMNLP 2016, Austin, Texas, USA, November 1, 2016. Association for Computational Linguistics 2016, ISBN 978-1-945626-28-9 [contents] - 2014
- [e6]Mona T. Diab, Julia Hirschberg, Pascale Fung, Thamar Solorio:
Proceedings of the First Workshop on Computational Approaches to Code Switching@EMNLP 2014, Doha, Qatar, October 25, 2014. Association for Computational Linguistics 2014, ISBN 978-1-937284-96-1 [contents] - 2013
- [e5]Mona T. Diab, Timothy Baldwin, Marco Baroni:
Proceedings of the 7th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013. The Association for Computer Linguistics 2013, ISBN 978-1-937284-49-7 [contents] - [e4]Mona T. Diab, Timothy Baldwin, Marco Baroni:
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, *SEM 2013, June 13-14, 2013, Atlanta, Georgia, USA. Association for Computational Linguistics 2013, ISBN 978-1-937284-48-0 [contents] - 2012
- [e3]Eneko Agirre, Johan Bos, Mona T. Diab:
Proceedings of the 6th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2012, Montréal, Canada, June 7-8, 2012. The Association for Computer Linguistics 2012, ISBN 978-1-937284-22-0 [contents] - [e2]Eneko Agirre, Johan Bos, Mona T. Diab:
Proceedings of the First Joint Conference on Lexical and Computational Semantics, *SEM 2012, June 7-8, 2012, Montréal, Canada. Association for Computational Linguistics 2012, ISBN 978-1-937284-21-3 [contents] - 2005
- [e1]Kareem Darwish, Mona T. Diab, Nizar Habash:
Proceedings of the Workshop on Computational Approaches to Semitic Languages, SEMITIC@ACL 2005, Ann Arbor, MI, USA, June 29, 2005. Association for Computational Linguistics 2005 [contents]
Informal and Other Publications
- 2024
- [i63]Badr AlKhamissi, Muhammad N. ElNokrashy, Mai AlKhamissi, Mona T. Diab:
Investigating Cultural Alignment of Large Language Models. CoRR abs/2402.13231 (2024) - [i62]Shabnam Tafreshi, Shubham Vatsal, Mona T. Diab:
Emotion Classification in Low and Moderate Resource Languages. CoRR abs/2402.18424 (2024) - 2023
- [i61]Badr AlKhamissi, Siddharth Verma, Ping Yu, Zhijing Jin, Asli Celikyilmaz, Mona T. Diab:
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models. CoRR abs/2305.12001 (2023) - [i60]Zhijing Jin, Jiarui Liu, Zhiheng Lyu, Spencer Poff, Mrinmaya Sachan, Rada Mihalcea, Mona T. Diab, Bernhard Schölkopf:
Can Large Language Models Infer Causation from Correlation? CoRR abs/2306.05836 (2023) - 2022
- [i59]Amal AlQahtani, Efsun Sarioglu Kayi, Sardar Hamidian, Michael Compton, Mona T. Diab:
A Quantitative and Qualitative Analysis of Schizophrenia Language. CoRR abs/2201.10430 (2022) - [i58]Shuguang Chen, Gustavo Aguilar, Anirudh Srinivasan, Mona T. Diab, Thamar Solorio:
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data. CoRR abs/2202.09625 (2022) - [i57]A. Stevie Bergman, Mona T. Diab:
Towards Responsible Natural Language Annotation for the Varieties of Arabic. CoRR abs/2203.09597 (2022) - [i56]Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona T. Diab, Marjan Ghazvininejad:
A Review on Language Models as Knowledge Bases. CoRR abs/2204.06031 (2022) - [i55]Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona T. Diab, Xian Li, Xi Victoria Lin, Todor Mihaylov, Myle Ott, Sam Shleifer, Kurt Shuster, Daniel Simig, Punit Singh Koura, Anjali Sridhar, Tianlu Wang, Luke Zettlemoyer:
OPT: Open Pre-trained Transformer Language Models. CoRR abs/2205.01068 (2022) - [i54]Badr AlKhamissi, Mona T. Diab:
Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification. CoRR abs/2205.07960 (2022) - [i53]Daniel Licht, Cynthia Gao, Janice Lam, Francisco Guzmán, Mona T. Diab, Philipp Koehn:
Consistent Human Evaluation of Machine Translation across Language Pairs. CoRR abs/2205.08533 (2022) - [i52]Pedram Hosseini, Christopher R. Wolfe, Mona T. Diab, David A. Broniatowski:
GisPy: A Tool for Measuring Gist Inference Score in Text. CoRR abs/2205.12484 (2022) - [i51]Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab:
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. CoRR abs/2205.12495 (2022) - [i50]Muhammad N. ElNokrashy, Badr AlKhamissi, Mona T. Diab:
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification. CoRR abs/2209.15168 (2022) - [i49]Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona T. Diab:
Text Characterization Toolkit. CoRR abs/2210.01734 (2022) - [i48]Yejin Bang, Tiezheng Yu, Andrea Madotto, Zhaojiang Lin, Mona T. Diab, Pascale Fung:
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values. CoRR abs/2210.07652 (2022) - [i47]Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissy, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz:
ALERT: Adapting Language Models to Reasoning Tasks. CoRR abs/2212.08286 (2022) - 2021
- [i46]Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona T. Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis A. Kakadiaris:
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content. CoRR abs/2101.10894 (2021) - [i45]Pedram Hosseini, David A. Broniatowski, Mona T. Diab:
Predicting Directionality in Causal Relations in Text. CoRR abs/2103.13606 (2021) - [i44]Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Mona T. Diab:
Multi-Perspective Abstractive Answer Summarization. CoRR abs/2104.08536 (2021) - [i43]Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona T. Diab:
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. CoRR abs/2105.15071 (2021) - [i42]Adithya Renduchintala, Denise Díaz, Kenneth Heafield, Xian Li, Mona T. Diab:
Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation. CoRR abs/2106.00169 (2021) - [i41]Nada AlMarwani, Mona T. Diab:
Discrete Cosine Transform as Universal Sentence Encoder. CoRR abs/2106.00934 (2021) - [i40]Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona T. Diab:
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization. CoRR abs/2111.06474 (2021) - [i39]Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer:
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs. CoRR abs/2111.13654 (2021) - [i38]Pedram Hosseini, David A. Broniatowski, Mona T. Diab:
Commonsense Knowledge-Augmented Pretrained Language Models for Causal Reasoning Classification. CoRR abs/2112.08615 (2021) - [i37]Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona T. Diab, Veselin Stoyanov, Xian Li:
Few-shot Learning with Multilingual Language Models. CoRR abs/2112.10668 (2021) - [i36]Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Ves Stoyanov:
Efficient Large Scale Language Modeling with Mixtures of Experts. CoRR abs/2112.10684 (2021) - 2020
- [i35]Yi-An Lai, Xuan Zhu, Yi Zhang, Mona T. Diab:
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections. CoRR abs/2003.08529 (2020) - [i34]Jason Krone, Yi Zhang, Mona T. Diab:
Learning to Classify Intents and Slot Labels Given a Handful of Examples. CoRR abs/2004.10793 (2020) - [i33]Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona T. Diab, Smaranda Muresan:
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking. CoRR abs/2004.12864 (2020) - [i32]Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies. CoRR abs/2004.14961 (2020) - [i31]Esin Durmus, He He, Mona T. Diab:
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization. CoRR abs/2005.03754 (2020) - [i30]Sawsan Alqahtani, Ajay Mishra, Mona T. Diab:
A Multitask Learning Approach for Diacritic Restoration. CoRR abs/2006.04016 (2020) - [i29]Chunting Zhou, Jiatao Gu, Mona T. Diab, Paco Guzman, Luke Zettlemoyer, Marjan Ghazvininejad:
Detecting Hallucinated Content in Conditional Neural Sequence Generation. CoRR abs/2011.02593 (2020) - 2019
- [i28]Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori S. Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard H. Hovy, Alan W. Black, Jaime G. Carbonell, Graham Horwood, Shabnam Tafreshi, Mona T. Diab, Efsun Sarioglu Kayi, Noura Farra, Kathleen R. McKeown:
The ARIEL-CMU Systems for LoReHLT18. CoRR abs/1902.08899 (2019) - [i27]Hanan Aldarmaki, Mona T. Diab:
Context-Aware Cross-Lingual Mapping. CoRR abs/1903.03243 (2019) - [i26]Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles. CoRR abs/1904.03256 (2019) - [i25]Hanan Aldarmaki, Mona T. Diab:
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings. CoRR abs/1904.05542 (2019) - [i24]Shabnam Tafreshi, Mona T. Diab:
GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus. CoRR abs/1905.09439 (2019) - [i23]Fahad AlGhamdi, Mona T. Diab:
Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data. CoRR abs/1905.13359 (2019) - [i22]Gustavo Aguilar, Fahad AlGhamdi, Victor Soto, Mona T. Diab, Julia Hirschberg, Thamar Solorio:
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task. CoRR abs/1906.04138 (2019) - [i21]Nada AlMarwani, Hanan Aldarmaki, Mona T. Diab:
Efficient Sentence Embedding using Discrete Cosine Transform. CoRR abs/1909.03104 (2019) - [i20]Arshit Gupta, Peng Zhang, Garima Lalwani, Mona T. Diab:
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots. CoRR abs/1909.08705 (2019) - [i19]Fahad AlGhamdi, Giovanni Molina, Mona T. Diab, Thamar Solorio, Abdelati Hawwari, Victor Soto, Julia Hirschberg:
Part of speech tagging for code switched data. CoRR abs/1909.13006 (2019) - [i18]Fahad AlGhamdi, Mona T. Diab:
WASA: A Web Application for Sequence Annotation. CoRR abs/1909.13008 (2019) - [i17]Mona T. Diab, Mahmoud Ghoneim, Abdelati Hawwari, Fahad AlGhamdi, Nada AlMarwani, Mohamed Al-Badrashiny:
Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data. CoRR abs/1909.13009 (2019) - [i16]Giovanni Molina, Fahad AlGhamdi, Mahmoud Ghoneim, Abdelati Hawwari, Nicolas Rey-Villamizar, Mona T. Diab, Thamar Solorio:
Overview for the Second Shared Task on Language Identification in Code-Switched Data. CoRR abs/1909.13016 (2019) - [i15]Or Levi, Pedram Hosseini, Mona T. Diab, David A. Broniatowski:
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues. CoRR abs/1910.01160 (2019) - [i14]Sawsan Alqahtani, Hanan Aldarmaki, Mona T. Diab:
Homograph Disambiguation Through Selective Diacritic Restoration. CoRR abs/1912.04479 (2019) - [i13]Sawsan Alqahtani, Ajay Mishra, Mona T. Diab:
Efficient Convolutional Neural Networks for Diacritic Restoration. CoRR abs/1912.06900 (2019) - [i12]Sardar Hamidian, Mona T. Diab:
Rumor Detection and Classification for Twitter Data. CoRR abs/1912.08926 (2019) - 2018
- [i11]Hanan Aldarmaki, Mona T. Diab:
Evaluation of Unsupervised Compositional Representations. CoRR abs/1806.04713 (2018) - [i10]Efsun Sarioglu Kayi, Mona T. Diab, Luca Pauselli, Michael Compton, Glen Coppersmith:
Predictive Linguistic Features of Schizophrenia. CoRR abs/1810.09377 (2018) - 2017
- [i9]Owen Rambow, Mohamed Al-Badrashiny, Axinia Radeva, Sardar Hamidian, Tao Yu, Tianrui Peng, Christopher Hidey, Smaranda Muresan, Mona T. Diab, Kathleen R. McKeown:
The Columbia-GWU System at the 2017 TAC KBP BeSt Evaluation. TAC 2017 - [i8]Daniel M. Cer, Mona T. Diab, Eneko Agirre, Iñigo Lopez-Gazpio, Lucia Specia:
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation. CoRR abs/1708.00055 (2017) - [i7]Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Transferring Semantic Roles Using Translation and Syntactic Information. CoRR abs/1710.01411 (2017) - [i6]Hanan Aldarmaki, Mahesh Mohan, Mona T. Diab:
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings. CoRR abs/1712.06961 (2017) - 2016
- [i5]Owen Rambow, Daniel Bauer, Axinia Radeva, Meenakshi Alagesan, Gregorios A. Katsios, Tomek Strzalkowski, Claire Cardie, Mona T. Diab, Michael Arrigo, Jennifer Tracey, Adam Dalton, Greg Dubbin:
The 2016 TAC KBP BeSt Evaluation. TAC 2016 - [i4]Owen Rambow, Tao Yu, Axinia Radeva, Alexander R. Fabbri, Christopher Hidey, Tianrui Peng, Kathleen R. McKeown, Smaranda Muresan, Sardar Hamidian, Mona T. Diab, Debanjan Ghosh:
The Columbia-GWU System at the 2016 TAC KBP BeSt Evaluation. TAC 2016 - 2015
- [i3]Ayah Zirikly, Mona T. Diab, Yassine Benajiba:
GWU English TAC-KBP EL Diagnostic Task with Name Mention. TAC 2015 - [i2]Vinodkumar Prabhakaran, Michael Bloodgood, Mona T. Diab, Bonnie J. Dorr, Lori S. Levin, Christine D. Piatko, Owen Rambow, Benjamin Van Durme:
Statistical modality tagging from rule-based annotations and crowdsourcing. CoRR abs/1503.01190 (2015) - 2013
- [i1]Mona T. Diab, Nizar Habash, Owen Rambow, Ryan Roth:
LDC Arabic Treebanks and Associated Corpora: Data Divisions Manual. CoRR abs/1309.5652 (2013)
Coauthor Index
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