Dong Nguyen
30 papers · 2013–2026 · 7 conferences · across top CS/AI conferences
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ACL (10)
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IJCNLP (2)
EACL (1)
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Keywords
text classification
(6)
word embedding
(4)
representation learning
(3)
natural language processing
(3)
hate speech detection
(3)
transformer model
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model robustness
(2)
large language model
(2)
model training
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model evaluation
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semantic change detection
(2)
language model
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temporal analysis
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functional testing
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semantic similarity
(2)
evaluation metric
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transfer learning
(2)
item response theory
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text representation
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content moderation
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Papers
BERT, are you paying attention? Attention regularization with human-annotated rationales
EACL 2026
PSET: a Phonetics-Semantics Evaluation Testbed
EMNLP 2025
Disentangling the Roles of Representation and Selection in Data Pruning
ACL 2025
Tokenization is Sensitive to Language Variation
ACL 2025
PATCH! Psychometrics-AssisTed BenCHmarking of Large Language Models against Human Populations: A Case Study of Proficiency in 8th Grade Mathematics
ACL 2025
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics
COLING 2025
We Need to Measure Data Diversity in NLP β Better and Broader
EMNLP 2025
Whatβs Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs
EMNLP 2024
Detecting Perspective-Getting in Wikipedia Discussions
NAACL 2024
Epicurus at SemEval-2023 Task 4: Improving Prediction of Human Values behind Arguments by Leveraging Their Definitions
ACL 2023
Epicurus at SemEval-2023 Task 4: Improving Prediction of Human Values behind Arguments by Leveraging Their Definitions
SEMEVAL 2023
Measuring the Instability of Fine-Tuning
ACL 2023
Same Author or Just Same Topic? Towards Content-Independent Style Representations
ACL 2022
Assessing the Reliability of Word Embedding Gender Bias Measures
EMNLP 2021
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework
EMNLP 2021
HateCheck: Functional Tests for Hate Speech Detection Models
ACL 2021
HateCheck: Functional Tests for Hate Speech Detection Models
IJCNLP 2021
On learning and representing social meaning in NLP: a sociolinguistic perspective
NAACL 2021
Introducing CAD: the Contextual Abuse Dataset
NAACL 2021
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection
ACL 2020
Do Word Embeddings Capture Spelling Variation?
COLING 2020
Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets
ACL 2019
Challenges and frontiers in abusive content detection
ACL 2019
Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings
EMNLP 2019
Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings
IJCNLP 2019
Comparing Automatic and Human Evaluation of Local Explanations for Text Classification
NAACL 2018
#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns
EMNLP 2015
TweetGenie: Development, Evaluation, and Lessons Learned
COLING 2014
Why Gender and Age Prediction from Tweets is Hard: Lessons from a Crowdsourcing Experiment
COLING 2014
Word Level Language Identification in Online Multilingual Communication
EMNLP 2013