Ngoc Thang Vu
Orcid: 0000-0001-7893-9147Affiliations:
- University of Stuttgart, Institute for Natural Language Processing, Germany
- University of Munich, Center for Information and Language Processing, Germany
According to our database1,
Ngoc Thang Vu
authored at least 157 papers
between 2009 and 2024.
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Bibliography
2024
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering.
CoRR, 2024
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings.
CoRR, 2024
2023
Nat. Lang. Eng., September, 2023
Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering.
Dataset, July, 2023
Dataset, July, 2023
Int. J. Hum. Comput. Interact., May, 2023
Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions.
CoRR, 2023
Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study.
CoRR, 2023
CoRR, 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction.
CoRR, 2023
Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, 2023
Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities.
Proceedings of the 27th Conference on Computational Natural Language Learning, 2023
Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023
Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
The Who in Code-Switching: A Case Study for Predicting Egyptian Arabic-English Code-Switching Levels Based on Character Profiles.
Int. J. Asian Lang. Process., March, 2022
Dataset, January, 2022
AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas.
Frontiers Artif. Intell., 2022
Investigations on speech recognition systems for low-resource dialectal Arabic-English code-switching speech.
Comput. Speech Lang., 2022
Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation.
CoRR, 2022
ArzEn-ST: A Three-way Speech Translation Corpus for Code-Switched Egyptian Arabic-English.
Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Improving Semi-Supervised End-To-End Automatic Speech Recognition Using Cyclegan and Inter-Domain Losses.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Interspeech 2022, 2022
Proceedings of the Interspeech 2022, 2022
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Investigation of Densely Connected Convolutional Networks with Domain Adversarial Learning for Noise Robust Speech Recognition.
CoRR, 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages.
CoRR, 2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Proceedings of the 18th International Conference on Spoken Language Translation, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the International Conference on Asian Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
"It's our fault!": Insights Into Users' Understanding and Interaction With an Explanatory Collaborative Dialog System.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
"It seemed like an annoying woman": On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings.
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021
Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
Acoustic and temporal representations in convolutional neural network models of prosodic events.
Speech Commun., 2020
Comput. Speech Lang., 2020
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection.
Proceedings of the 17th SIGMORPHON Workshop on Computational Research in Phonetics, 2020
Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Trust-worthiness. The PAAMS Collection, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Cairo Student Code-Switch (CSCS) Corpus: An Annotated Egyptian Arabic-English Corpus.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Improving Code-Switching Language Modeling with Artificially Generated Texts Using Cycle-Consistent Adversarial Networks.
Proceedings of the Interspeech 2020, 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning.
Proceedings of the Interspeech 2020, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings.
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020
2019
Code-Switching Language Modeling with Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English.
Proceedings of the Speech and Computer - 21st International Conference, 2019
To Combine or Not To Combine? A Rainbow Deep Reinforcement Learning Agent for Dialog Policies.
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Multimodal Articulation-Based Pronunciation Error Detection with Spectrogram and Acoustic Features.
Proceedings of the Interspeech 2019, 2019
End-to-End Multi-Speaker Speech Recognition Using Speaker Embeddings and Transfer Learning.
Proceedings of the Interspeech 2019, 2019
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition.
Proceedings of the Interspeech 2019, 2019
Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience.
Proceedings of the Interspeech 2019, 2019
Proceedings of the 12th International Conference on Natural Language Generation, 2019
Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions.
Proceedings of the IEEE International Conference on Acoustics, 2019
Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech.
Proceedings of the IEEE International Conference on Acoustics, 2019
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching.
Proceedings of the International Conference on Asian Language Processing, 2019
Proceedings of the 2nd Workshop on Multilingual Surface Realisation, 2019
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
CoRR, 2018
Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity.
Proceedings of the 11th International Conference on Natural Language Generation, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018
Proceedings of the Second Workshop on Universal Dependencies, 2018
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
2017
EncodingWord Confusion Networks with Recurrent Neural Networks for Dialog State Tracking.
CoRR, 2017
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Prosodic Event Recognition Using Convolutional Neural Networks with Context Information.
Proceedings of the Interspeech 2017, 2017
Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech.
Proceedings of the Interspeech 2017, 2017
Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking.
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, 2016
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016
Exploring the Correlation of Pitch Accents and Semantic Slots for Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016
Proceedings of the Interspeech 2016, 2016
Bi-directional recurrent neural network with ranking loss for spoken language understanding.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the COLING 2016, 2016
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the Second Workshop on Computational Approaches to Code Switching@EMNLP 2016, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015
CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015
2014
Automatic Speech Recognition for Low-resource Languages and Accents Using Multilingual and Crosslingual Information.
PhD thesis, 2014
Proceedings of the 4th Workshop on Spoken Language Technologies for Under-resourced Languages, 2014
Proceedings of the INTERSPEECH 2014, 2014
Improving ASR performance on non-native speech using multilingual and crosslingual information.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Combining recurrent neural networks and factored language models during decoding of code-Switching speech.
Proceedings of the INTERSPEECH 2014, 2014
Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding.
Proceedings of the INTERSPEECH 2014, 2014
Multilingual deep neural network based acoustic modeling for rapid language adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2014
Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech.
Proceedings of the First Workshop on Computational Approaches to Code Switching@EMNLP 2014, 2014
2013
Proceedings of the Statistical Language and Speech Processing, 2013
Multilingual multilayer perceptron for rapid language adaptation between and across language families.
Proceedings of the INTERSPEECH 2013, 2013
Unsupervised language model adaptation for automatic speech recognition of broadcast news using web 2.0.
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Integration of language identification into a recognition system for spoken conversations containing code-Switches.
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012
Initialization Schemes for Multilayer Perceptron Training and their Impact on ASR Performance using Multilingual Data.
Proceedings of the INTERSPEECH 2012, 2012
Proceedings of the INTERSPEECH 2012, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
A first speech recognition system for Mandarin-English code-switch conversational speech.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 International Conference on Asian Language Processing, 2012
2011
Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011
Rapid Building of an ASR System for Under-Resourced Languages Based on Multilingual Unsupervised Training.
Proceedings of the INTERSPEECH 2011, 2011
Cross-language bootstrapping based on completely unsupervised training using multilingual A-stabil.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Proceedings of the 2nd Workshop on Spoken Language Technologies for Under-Resourced Languages, 2010
Multilingual a-stabil: A new confidence score for multilingual unsupervised training.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Rapid bootstrapping of five eastern european languages using the rapid language adaptation toolkit.
Proceedings of the INTERSPEECH 2010, 2010
2009
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009