Mona Diab

Mona Diab's AcademicInfluence.com Rankings

Mona Diab

Computer Science

#2890

World Rank

#3025

Historical Rank

Computational Linguistics

#939

World Rank

#953

Historical Rank

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Computer Science

Why Is Mona Diab Influential?

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According to Wikipedia, Mona Talat Diab is a computer science professor and director of Carnegie Mellon University's Language Technologies Institute. Previously, she was a professor at George Washington University and a research scientist with Facebook AI. Her research focuses on natural language processing, computational linguistics, cross lingual/multilingual processing, computational socio-pragmatics, Arabic language processing, and applied machine learning.

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Mona Diab's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation (2017) (1201)
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity (2012) (726)
MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of Arabic (2014) (600)
*SEM 2013 shared task: Semantic Textual Similarity (2013) (457)
SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual Evaluation (2016) (429)
SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability (2015) (417)
SemEval-2014 Task 10: Multilingual Semantic Textual Similarity (2014) (412)
Automatic Tagging of Arabic Text: From Raw Text to Base Phrase Chunks (2004) (403)
An Unsupervised Method for Word Sense Tagging using Parallel Corpora (2002) (287)
SAMAR: Subjectivity and sentiment analysis for Arabic social media (2014) (252)
Subjectivity and Sentiment Analysis of Modern Standard Arabic (2011) (247)
Overview for the First Shared Task on Language Identification in Code-Switched Data (2014) (213)
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization (2020) (204)
AWATIF: A Multi-Genre Corpus for Modern Standard Arabic Subjectivity and Sentiment Analysis (2012) (183)
Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature Ranking (2008) (176)
Conventional Orthography for Dialectal Arabic (2012) (155)
The Bible as a Parallel Corpus: Annotating the ‘Book of 2000 Tongues’ (1999) (151)
Parsing Arabic Dialects (2006) (141)
Arabic Named Entity Recognition using Optimized Feature Sets (2008) (136)
Modeling Sentences in the Latent Space (2012) (134)
Sentence Level Dialect Identification in Arabic (2013) (134)
Overview for the Second Shared Task on Language Identification in Code-Switched Data (2014) (131)
Second Generation AMIRA Tools for Arabic Processing : Fast and Robust Tokenization , POS tagging , and Base Phrase Chunking (2009) (120)
SAMAR: A System for Subjectivity and Sentiment Analysis of Arabic Social Media (2012) (119)
Task-based Evaluation of Multiword Expressions: a Pilot Study in Statistical Machine Translation (2010) (112)
Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media (2013) (111)
SANA: A Large Scale Multi-Genre, Multi-Dialect Lexicon for Arabic Subjectivity and Sentiment Analysis (2014) (100)
Rumor Detection and Classification for Twitter Data (2015) (93)
COLABA : Arabic Dialect Annotation and Processing (2011) (90)
Arabic Named Entity Recognition: A Feature-Driven Study (2009) (90)
Committed Belief Annotation and Tagging (2009) (82)
Measuring Verb Similarity (2000) (81)
A statistical word-level translation model for comparable corpora (2000) (80)
Arabic Named Entity Recognition: An SVM-based approach (2008) (74)
Subjectivity and Sentiment Annotation of Modern Standard Arabic Newswire (2011) (74)
Rumor Identification and Belief Investigation on Twitter (2016) (73)
Subgroup Detection in Ideological Discussions (2012) (65)
A Pilot Arabic Propbank (2008) (61)
Detecting Hallucinated Content in Conditional Neural Sequence Generation (2020) (60)
Developing and Using a Pilot Dialectal Arabic Treebank (2006) (57)
Named Entity Recognition for Arabic Social Media (2015) (56)
Automatic Committed Belief Tagging (2010) (55)
Arabic diacritization in the context of statistical machine translation (2007) (55)
Word Sense Disambiguation within a Multilingual Framework (2003) (52)
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task (2018) (51)
Token Level Identification of Linguistic Code Switching (2012) (49)
Verb noun construction MWE token supervised classification (2009) (48)
Tharwa: A Large Scale Dialectal Arabic - Standard Arabic - English Lexicon (2014) (46)
LDC Arabic Treebanks and Associated Corpora: Data Divisions Manual (2013) (46)
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data (2019) (46)
AIDA: Identifying Code Switching in Informal Arabic Text (2014) (45)
Code Switch Point Detection in Arabic (2013) (45)
Identifying Opinion Subgroups in Arabic Online Discussions (2013) (43)
Using Language Independent and Language Specific Features to Enhance Arabic Named Entity Recognition (2009) (43)
Relieving the data Acquisition Bottleneck in Word Sense Disambiguation (2004) (42)
Automatic Processing of Modern Standard Arabic Text (2007) (41)
Context-Aware Cross-Lingual Mapping (2019) (40)
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions (2011) (40)
The Revised Arabic PropBank (2010) (40)
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data (2010) (40)
Simplified guidelines for the creation of Large Scale Dialectal Arabic Annotations (2012) (38)
Feasibility of Bootstrapping an Arabic WordNet Leveraging Parallel Corpora and an English WordNet (38)
Improved Arabic Base Phrase Chunking with a new enriched POS tag set (2007) (37)
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking (2020) (37)
Predicting Overt Display of Power in Written Dialogs (2012) (36)
Arabic Dialect Processing Tutorial (2007) (36)
An Unsupervised Method for Multilingual Word Sense Tagging Using Parallel Corpora (2000) (34)
Sentence Level Dialect Identification for Machine Translation System Selection (2014) (33)
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task (2009) (32)
Verb Noun Construction MWE Token Classification (2009) (31)
Learning to Classify Intents and Slot Labels Given a Handful of Examples (2020) (31)
Semantic Role Labeling Systems for Arabic using Kernel Methods (2008) (29)
Part of Speech Tagging for Code Switched Data (2016) (28)
Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing (2012) (28)
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings (2017) (28)
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs (2021) (27)
AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic (2015) (27)
Weiwei: A Simple Unsupervised Latent Semantics based Approach for Sentence Similarity (2012) (26)
Combining Orthogonal Monolingual and Multilingual Sources of Evidence for All Words WSD (2010) (26)
SemEval-2007 Task 18: Arabic Semantic Labeling (2007) (25)
Arabic Textual Entailment with Word Embeddings (2017) (25)
Predictive Linguistic Features of Schizophrenia (2017) (23)
CU-GWU Perspective at SemEval-2016 Task 6: Ideological Stance Detection in Informal Text (2016) (23)
A Pilot Study on Arabic Multi-Genre Corpus Diacritization (2015) (22)
CODACT: Towards Identifying Orthographic Variants in Dialectal Arabic (2011) (22)
A New Dataset and Evaluation for Belief/Factuality (2015) (22)
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation (2021) (21)
A Web Application for Dialectal Arabic Text Annotation (2011) (21)
A Review on Language Models as Knowledge Bases (2022) (20)
Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles (2019) (20)
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks (2018) (19)
Efficient Sentence Embedding using Discrete Cosine Transform (2019) (19)
An Unsupervised Approach for Bootstrapping Arabic Sense Tagging (2004) (19)
Efficient Convolutional Neural Networks for Diacritic Restoration (2019) (18)
LILI: A Simple Language Independent Approach for Language Identification (2016) (18)
A Pilot PropBank Annotation for Quranic Arabic (2012) (18)
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots (2019) (18)
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning (2018) (17)
Multiword Expressions in the Context of Statistical Machine Translation (2013) (17)
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data (2021) (17)
Semi-automatic error analysis for large-scale statistical machine translation (2007) (16)
Committed Belief Tagging on the Factbank and LU Corpora: A Comparative Study (2015) (16)
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues (2019) (16)
Building an Arabic Multiword Expressions Repository (2012) (15)
GWU-HASP: Hybrid Arabic Spelling and Punctuation Corrector (2014) (15)
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity (2013) (15)
Prevalence of Helicobacter Pylori among Sudanese children admitted to a specialized children hospital. (2017) (14)
Who’s (Really) the Boss? Perception of Situational Power in Written Interactions (2012) (14)
A Framework for the Classification and Annotation of Multiword Expressions in Dialectal Arabic (2014) (14)
A Layered Language Model based Hybrid Approach to Automatic Full Diacritization of Arabic (2017) (13)
Evaluation of Unsupervised Compositional Representations (2018) (13)
Sentence and Clause Level Emotion Annotation, Detection, and Classification in a Multi-Genre Corpus (2018) (12)
Guidelines and Framework for a Large Scale Arabic Diacritized Corpus (2016) (12)
Genre Independent Subgroup Detection in Online Discussion Threads: A Study of Implicit Attitude using Textual Latent Semantics (2012) (12)
Genre Independent Subgroup Detection in Online Discussion Threads: A Pilot Study of Implicit Attitud (2012) (12)
SPLIT: Smart Preprocessing (Quasi) Language Independent Tool (2016) (11)
Introduction to the Special Issue on Arabic Computational Linguistics (2011) (11)
Named Entity Recognition System for Dialectal Arabic (2014) (11)
Unsupervised Induction of Modern Standard Arabic Verb Classes (2006) (11)
ASMA: A System for Automatic Segmentation and Morpho-Syntactic Disambiguation of Modern Standard Arabic (2013) (11)
Improving Lexical Semantics for Sentential Semantics: Modeling Selectional Preference and Similar Words in a Latent Variable Model (2013) (11)
CUNIT: A Semantic Role Labeling System for Modern Standard Arabic (2007) (11)
Arabic Dialect Processing (2006) (11)
The GW/LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection (2016) (11)
Homograph Disambiguation through Selective Diacritic Restoration (2019) (10)
Transferring Semantic Roles Using Translation and Syntactic Information (2017) (10)
Annotations for Power Relations on Email Threads (2012) (10)
The George Washington University System for the Code-Switching Workshop Shared Task 2016 (2016) (10)
Ideological Perspective Detection Using Semantic Features (2015) (10)
Improvements To Monolingual English Word Sense Disambiguation (2009) (10)
A Preliminary Statistical Investigation into the Impace of an N-Gram Analysis Approach Based on World Syntactic Categories Toward Text Author Classification (2000) (10)
Feasibility of Leveraging Crowd Sourcing for the Creation of a Large Scale Annotated Resource for Hindi English Code Switched Data: A Pilot Annotation (2011) (10)
Learning the Latent Semantics of a Concept from its Definition (2012) (10)
Unsupervised Induction of Modern Standard Arabic Verb Classes Using Syntactic Frames and LSA (2006) (10)
Proceedings of the The 4th Workshop on Computational Approaches to Code Switching (2020) (9)
COLEPL and COLSLM: An Unsupervised WSD Approach to Multilingual Lexical Substitution, Tasks 2 and 3 SemEval 2010 (2010) (9)
GW_QA at SemEval-2017 Task 3: Question Answer Re-ranking on Arabic Fora (2017) (9)
Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data (2016) (9)
Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition (2013) (9)
Unsupervised Classification of Verb Noun Multi-Word Expression Tokens (2009) (9)
The Power of Language Music: Arabic Lemmatization through Patterns (2016) (8)
Robust Part-of-speech Tagging of Arabic Text (2015) (8)
A statistical translation model using comparable corpora (2000) (8)
Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages (2005) (8)
A Multitask Learning Approach for Diacritic Restoration (2020) (8)
Fast Tweet Retrieval with Compact Binary Codes (2014) (8)
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages (2020) (8)
GWU NLP at SemEval-2019 Task 7: Hybrid Pipeline for Rumour Veracity and Stance Classification on Social Media (2019) (8)
COLEUR and COLSLM: A WSD approach to multilingual lexical substitution, tasks 2 and 3 SemEval 2010 (2010) (8)
Computational Approaches to Linguistic Code Switching (2016) (8)
Handling Sparsity for Verb Noun MWE Token Classification (2009) (8)
GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS (2016) (7)
Handling OOV Words in Dialectal Arabic to English Machine Translation (2014) (7)
Annotated corpora and tools of the PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions (edition 1.1) (2017) (7)
Predicting Directionality in Causal Relations in Text (2021) (6)
DIRA: Dialectal Arabic Information Retrieval Assistant (2013) (6)
Active Learning for Rumor Identification on Social Media (2021) (6)
The Columbia-GWU System at the 2016 TAC KBP BeSt Evaluation (2016) (6)
Knowledge-Augmented Language Models for Cause-Effect Relation Classification (2021) (6)
GWU-HASP-2015$@$QALB-2015 Shared Task: Priming Spelling Candidates with Probability (2015) (6)
Natural Language Processing of Arabic and its Dialects (2014) (6)
Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data (2019) (5)
Semantic Textual Similarity: past present and future (2013) (5)
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization (2021) (5)
Arabic Multiword Expressions (2014) (5)
Addressing Annotation Complexity: The Case of Annotating Ideological Perspective in Egyptian Social Media (2016) (5)
The ARIEL-CMU Systems for LoReHLT18 (2019) (5)
Named Entity Recognition for Dialectal Arabic (2014) (5)
The 2016 TAC KBP BeSt Evaluation (2016) (5)
Context-Aware Crosslingual Mapping (2019) (5)
Consistent Human Evaluation of Machine Translation across Language Pairs (2022) (4)
Investigating the Impact of Various Partial Diacritization Schemes on Arabic-English Statistical Machine Translation (2016) (4)
Readability of written medicine information materials in Arabic language: expert and consumer evaluation (2018) (4)
Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification (2022) (4)
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data (2022) (4)
Semantic Processing of Semitic Languages (2014) (4)
WASA: A Web Application for Sequence Annotation (2018) (4)
Semantic parsing of modern standard Arabic (2007) (4)
Arabic Natural Language Processing for Qur’anic Research: A Systematic Review (2021) (3)
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings (2019) (3)
A hybrid system for code switch point detection in informal Arabic text (2014) (3)
Unsupervised False Friend Disambiguation Using Contextual Word Clusters and Parallel Word Alignments (2015) (3)
Proceedings of the 3rd Textgraphs Workshop on Graph-Based Algorithms for Natural Language Processing (2008) (3)
SAMER: A Semi-Automatically Created Lexical Resource for Arabic Verbal Multiword Expressions Tokens Paradigm and their Morphosyntactic Features (2016) (3)
Quantifying and Interpreting the Effect of Intelligent Information Exchange Between Chromosomes in a Human Simulation of a Genetic Algorithm (2000) (3)
AMPN: a semantic resource for Arabic morphological patterns (2016) (2)
Named Entity Transliteration Generation Leveraging Statistical Machine Translation Technology (2011) (2)
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies (2020) (2)
ANEAR: Automatic Named Entity Aliasing Resolution (2013) (2)
Conventional Orthography for Dialectal Arabic (CODA): Principles and Guidelines -- Egyptian Arabic - Version 0.7 - March 2012 (2014) (2)
SemEval-2007 Task 18: Arabic Semantic Labeling (2007) (2)
Does Causal Coherence Predict Online Spread of Social Media? (2019) (2)
NLP for Arabic and Related Languages (2017) (2)
Statistical Modeling of Arabic Language (2009) (1)
Automatic Verification and Augmentation of Multilingual Lexicons (2016) (1)
Learning Cross-lingual Representations with Matrix Factorization (2016) (1)
GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus (2019) (1)
Conventional Orthography for Dialectal Arabic (CODA) Version 0.1 â€“ July 2011 (2011) (1)
Exploiting translations for semantic annotation (2001) (1)
GWU English TAC-KBP EL Diagnostic Task with Name Mention (2015) (1)
Explicit Fine grained Syntactic and Semantic Annotation of the Idafa Construction in Arabic (2016) (1)
Tharawat: A Vision for a Comprehensive Resource for Arabic Computational Processing (2015) (1)
Using Ambiguity Detection to Streamline Linguistic Annotation (2016) (1)
Mutlitask Learning for Cross-Lingual Transfer of Semantic Dependencies (2020) (1)
Reviewers, Volume 33 (1990) (0)
Towards Responsible Natural Language Annotation for the Varieties of Arabic (2022) (0)
ARABIC AMED E TITY RECOG ITIO : A SVM-BASED APPROACH (2008) (0)
Proceedings of the Third Arabic Natural Language Processing Workshop, WANLP 2017@EACL, Valencia, Spain, April 3, 2017 (2017) (0)
GisPy: A Tool for Measuring Gist Inference Score in Text (2022) (0)
Author Correction: Arabic natural language processing for Qur’anic research: a systematic review (2023) (0)
Building a Rich Lexical Resource for Standard Arabic (2018) (0)
Reviewers for Volume 31 (2010) (0)
Overview of the special session on semantics and sociolinguistics in social media (2012) (0)
BeSt: The Belief and Sentiment Corpus (2022) (0)
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content (2021) (0)
Commonsense Knowledge-Augmented Pretrained Language Models for Causal Reasoning Classification (2021) (0)
Discrete Cosine Transform as Universal Sentence Encoder (2021) (0)
Old Eyes, Young Words (2013) (0)
C L ] 3 1 M ar 2 01 9 Context-Aware Cross-Lingual Mapping (2019) (0)
from Rule-based Annotations and Crowdsourcing (2012) (0)
Arabic Dialect Processing Tutorial (2007) (0)
Processing Dialectal Arabic: Exploiting Variability and Similarity to Overcome Challenges and Discover Opportunities (2016) (0)
Measuring Verb Similarity - eScholarship (2000) (0)
Shared Task : Priming Spelling Candidates with Probability 1 (2015) (0)
Coling 2008: Proceedings of the 3rd Textgraphs workshop on Graph-based Algorithms for Natural Language Processing (2008) (0)
AMPN: a semantic resource for Arabic morphological patterns (2015) (0)
ARC-WMI : Towards Building Arabic Readability Corpus for Written Medicine Information (2018) (0)
On Arabic Multi-Genre Corpus Diacritization (2016) (0)
CUNIT: A Semantic Role Labeling System for Modern Standard Arabic (2007) (0)

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Other Resources About Mona Diab

en.wikipedia.org

What Schools Are Affiliated With Mona Diab?

Mona Diab is affiliated with the following schools:

George Washington University