User profiles for Thien Nguyen

Thien Huu Nguyen - Verified email at cs.uoregon.edu - Cited by 7883
Thien Duc Nguyen - Verified email at trust.tu-darmstadt.de - Cited by 2388
Thien Hai Nguyen - Verified email at alibaba-inc.com - Cited by 1720

[PDF][PDF] Relation extraction: Perspective from convolutional neural networks

TH Nguyen, R Grishman - Proceedings of the 1st workshop on …, 2015 - aclanthology.org
Up to now, relation extraction systems have made extensive use of features generated by
linguistic analysis modules. Errors in these features lead to errors of relation detection and …

Sentiment analysis on social media for stock movement prediction

TH Nguyen, K Shirai, J Velcin - Expert Systems with Applications, 2015 - Elsevier
The goal of this research is to build a model to predict stock price movement using the sentiment
from social media. Unlike previous approaches where the overall moods or sentiments …

DÏoT: A federated self-learning anomaly detection system for IoT

TD Nguyen, S Marchal, M Miettinen… - 2019 IEEE 39th …, 2019 - ieeexplore.ieee.org
IoT devices are increasingly deployed in daily life. Many of these devices are, however,
vulnerable due to insecure design, implementation, and configuration. As a result, many …

4× 20 Gbit/s mode division multiplexing over free space using vector modes and a q-plate mode (de) multiplexer

…, MPJ Lavery, H Huang, Y Ren, G Xie, TA Nguyen… - Optics letters, 2015 - opg.optica.org
Vector modes are spatial modes that have spatially inhomogeneous states of polarization,
such as, radial and azimuthal polarization. In this work, the spatially inhomogeneous states of …

Recent advances in natural language processing via large pre-trained language models: A survey

…, H Ross, E Sulem, APB Veyseh, TH Nguyen… - ACM Computing …, 2023 - dl.acm.org
Large, pre-trained language models (PLMs) such as BERT and GPT have drastically
changed the Natural Language Processing (NLP) field. For numerous NLP tasks, approaches …

[PDF][PDF] Joint event extraction via recurrent neural networks

TH Nguyen, K Cho, R Grishman - … of the 2016 conference of the …, 2016 - aclanthology.org
Event extraction is a particularly challenging problem in information extraction. The stateof-the-art
models for this problem have either applied convolutional neural networks in a …

Chatgpt beyond english: Towards a comprehensive evaluation of large language models in multilingual learning

…, H Man, F Dernoncourt, T Bui, TH Nguyen - arXiv preprint arXiv …, 2023 - arxiv.org
Over the last few years, large language models (LLMs) have emerged as the most important
breakthroughs in natural language processing (NLP) that fundamentally transform research …

[PDF][PDF] Event detection and domain adaptation with convolutional neural networks

TH Nguyen, R Grishman - … of the 53rd Annual Meeting of the …, 2015 - aclanthology.org
We study the event detection problem using convolutional neural networks (CNNs) that
overcome the two fundamental limitations of the traditional feature-based approaches to this task…

Ntu viral: A visual-inertial-ranging-lidar dataset, from an aerial vehicle viewpoint

TM Nguyen, S Yuan, M Cao, Y Lyu… - … Journal of Robotics …, 2022 - journals.sagepub.com
In recent years, autonomous robots have become ubiquitous in research and daily life. Among
many factors, public datasets play an important role in the progress of this field, as they …

Graph convolutional networks with argument-aware pooling for event detection

T Nguyen, R Grishman - Proceedings of the AAAI Conference on …, 2018 - ojs.aaai.org
The current neural network models for event detection have only considered the sequential
representation of sentences. Syntactic representations have not been explored in this area …