← Authors

Mona Diab

111 papers · 2002–2024 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (22) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (39) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (4) πŸ‘₯ Mega-Team (24) 🀝 Dynamic Duo (12) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (234) πŸ’Ž Century Club (111) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (15) ⚑ Prolific Year (6)

Conferences

ACL (39) EMNLP (15) SEMEVAL (15) NAACL (14) IJCNLP (13) COLING (10) EACL (2) AACL (1) CONLL (1) INTERSPEECH (1)

Top co-authors

Weiwei Guo (12) Nizar Habash (9) Xian Li (6) Owen Rambow (6) Eneko Agirre (6) Hanan Aldarmaki (6) Pascale Fung (5) Heba Elfardy (5) Daniel Cer (5) Nada Almarwani (5)

Research topics

Linguistics (1)

Keywords

text classification (8) machine translation (6) few-shot learning (6) language model (5) large language model (5) intent classification (5) transfer learning (5) question answering (5) neural machine translation (4) discrete cosine transform (4) sentence embedding (4) cross-lingual transfer (4) diacritic restoration (4) slot labeling (4) multi-task learning (3) social media (3) bias detection (3) semantic representation (3) natural language inference (3) multilingual nlp (3)

Papers

Evaluating Large Language Model Biases in Persona-Steered Generation ACL 2024
The FIGNEWS Shared Task on News Media Narratives ACL 2024
Analyzing the Role of Semantic Representations in the Era of Large Language Models NAACL 2024
Automatic Generation of Model and Data Cards: A Step Towards Responsible AI NAACL 2024
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification COLING 2024
Investigating Cultural Alignment of Large Language Models ACL 2024
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform ACL 2024
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues ACL 2023
ALERT: Adapt Language Models to Reasoning Tasks ACL 2023
Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models EACL 2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models ACL 2023
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values ACL 2023
Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ACL 2023
Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022
Knowledge-Augmented Language Models for Cause-Effect Relation Classification ACL 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022
GisPy: A Tool for Measuring Gist Inference Score in Text NAACL 2022
Text Characterization Toolkit (TCT) AACL 2022
Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection EMNLP 2022
Text Characterization Toolkit (TCT) IJCNLP 2022
A Quantitative and Qualitative Analysis of Schizophrenia Language EMNLP 2022
Discrete Cosine Transform as Universal Sentence Encoder IJCNLP 2021
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation IJCNLP 2021
Active Learning for Rumor Identification on Social Media EMNLP 2021
Detecting Hallucinated Content in Conditional Neural Sequence Generation IJCNLP 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ACL 2021
Discrete Cosine Transform as Universal Sentence Encoder ACL 2021
Detecting Hallucinated Content in Conditional Neural Sequence Generation ACL 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data IJCNLP 2021
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking ACL 2020
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020
A Multitask Learning Approach for Diacritic Restoration ACL 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization ACL 2020
Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies EMNLP 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020
Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data NAACL 2019
Context-Aware Cross-Lingual Mapping NAACL 2019
GWU NLP at SemEval-2019 Task 7: Hybrid Pipeline for Rumour Veracity and Stance Classification on Social Media SEMEVAL 2019
GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus SEMEVAL 2019
Homograph Disambiguation through Selective Diacritic Restoration ACL 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots EMNLP 2019
Efficient Convolutional Neural Networks for Diacritic Restoration EMNLP 2019
Efficient Sentence Embedding using Discrete Cosine Transform EMNLP 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues EMNLP 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots IJCNLP 2019
Efficient Convolutional Neural Networks for Diacritic Restoration IJCNLP 2019
Efficient Sentence Embedding using Discrete Cosine Transform IJCNLP 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data IJCNLP 2019
Evaluation of Unsupervised Compositional Representations COLING 2018
Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching ACL 2018
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task ACL 2018
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning COLING 2018
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks EMNLP 2018
GW_QA at SemEval-2017 Task 3: Question Answer Re-ranking on Arabic Fora SEMEVAL 2017
Transferring Semantic Roles Using Translation and Syntactic Information IJCNLP 2017
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation SEMEVAL 2017
CU-GWU Perspective at SemEval-2016 Task 6: Ideological Stance Detection in Informal Text SEMEVAL 2016
Computational Approaches to Linguistic Code Switching INTERSPEECH 2016
LILI: A Simple Language Independent Approach for Language Identification COLING 2016
GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS SEMEVAL 2016
SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual Evaluation SEMEVAL 2016
AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic CONLL 2015
SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability SEMEVAL 2015
SemEval-2014 Task 10: Multilingual Semantic Textual Similarity SEMEVAL 2014
Fast Tweet Retrieval with Compact Binary Codes COLING 2014
Natural Language Processing of Arabic and its Dialects EMNLP 2014
Sentence Level Dialect Identification for Machine Translation System Selection ACL 2014
Multiword Expressions in the Context of Statistical Machine Translation IJCNLP 2013
Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition ACL 2013
DIRA: Dialectal Arabic Information Retrieval Assistant IJCNLP 2013
Improving Lexical Semantics for Sentential Semantics: Modeling Selectional Preference and Similar Words in a Latent Variable Model NAACL 2013
Identifying Opinion Subgroups in Arabic Online Discussions ACL 2013
Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media ACL 2013
Sentence Level Dialect Identification in Arabic ACL 2013
Who’s (Really) the Boss? Perception of Situational Power in Written Interactions COLING 2012
Subgroup Detection in Ideological Discussions ACL 2012
Modeling Sentences in the Latent Space ACL 2012
Genre Independent Subgroup Detection in Online Discussion Threads: A Study of Implicit Attitude using Textual Latent Semantics ACL 2012
Learning the Latent Semantics of a Concept from its Definition ACL 2012
Token Level Identification of Linguistic Code Switching COLING 2012
Predicting Overt Display of Power in Written Dialogs NAACL 2012
Arabic Dialect Processing Tutorial NAACL 2012
A Pilot PropBank Annotation for Quranic Arabic NAACL 2012
*SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012) SEMEVAL 2012
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity SEMEVAL 2012
Weiwei: A Simple Unsupervised Latent Semantics based Approach for Sentence Similarity SEMEVAL 2012
CODACT: Towards Identifying Orthographic Variants in Dialectal Arabic IJCNLP 2011
Semantic Topic Models: Combining Word Distributional Statistics and Dictionary Definitions EMNLP 2011
Subjectivity and Sentiment Analysis of Modern Standard Arabic ACL 2011
Task-based Evaluation of Multiword Expressions: a Pilot Study in Statistical Machine Translation NAACL 2010
COLEPL and COLSLM: An Unsupervised WSD Approach to Multilingual Lexical Substitution, Tasks 2 and 3 SemEval 2010 SEMEVAL 2010
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data ACL 2010
Combining Orthogonal Monolingual and Multilingual Sources of Evidence for All Words WSD ACL 2010
Automatic Committed Belief Tagging COLING 2010
Arabic Morphological Tagging, Diacritization, and Lemmatization Using Lexeme Models and Feature Ranking ACL 2008
Semantic Role Labeling Systems for Arabic using Kernel Methods ACL 2008
Arabic Named Entity Recognition using Optimized Feature Sets EMNLP 2008
CUNIT: A Semantic Role Labeling System for Modern Standard Arabic SEMEVAL 2007
Arabic Dialect Processing Tutorial NAACL 2007
SemEval-2007 Task 18: Arabic Semantic Labeling SEMEVAL 2007
Unsupervised Induction of Modern Standard Arabic Verb Classes NAACL 2006
Parsing Arabic Dialects EACL 2006
Unsupervised Induction of Modern Standard Arabic Verb Classes Using Syntactic Frames and LSA COLING 2006
Unsupervised Induction of Modern Standard Arabic Verb Classes Using Syntactic Frames and LSA ACL 2006
Relieving the data Acquisition Bottleneck in Word Sense Disambiguation ACL 2004
Automatic Tagging of Arabic Text: From Raw Text to Base Phrase Chunks NAACL 2004
An Unsupervised Method for Word Sense Tagging using Parallel Corpora ACL 2002