Tuan Manh Lai

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 32

Top Topics

Shape Retrieval

Coreference Resolution

Question Answering

Natural Language

Top Venues

3DOR@Eurographics

AACL/IJCNLP (System Demonstrations)

Publications

Tuan Manh Lai, ChengXiang Zhai, Heng Ji
KEBLM: Knowledge-Enhanced Biomedical Language Models. J. Biomed. Informatics 143 (2023)
Tuan Manh Lai, Heng Ji
Ensemble Transfer Learning for Multilingual Coreference Resolution. CoRR (2023)
Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. EACL (2023)
Tuan Manh Lai, Trung Bui, Doo Soon Kim
End-To-End Neural Coreference Resolution Revisited: A Simple Yet Effective Baseline. ICASSP (2022)
Tuan Manh Lai, Heng Ji, ChengXiang Zhai
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. CoRR (2022)
Tuan Manh Lai, Trung Bui, Doo Soon Kim
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline. CoRR (2021)
Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji
A Unified Transformer-based Framework for Duplex Text Normalization. CoRR (2021)
Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. NAACL-HLT (2021)
Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. CoRR (2021)
Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. CoRR (2021)
Nham Le, Tuan Manh Lai, Trung Bui, Doo Soon Kim
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises. CoRR (2020)
Tuan Manh Lai, Trung Bui, Nedim Lipka
ISA: An Intelligent Shopping Assistant. CoRR (2020)
Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara
A Simple But Effective Bert Model for Dialog State Tracking on Resource-Limited Systems. ICASSP (2020)
Tuan Manh Lai, Trung Bui, Nedim Lipka
ISA: An Intelligent Shopping Assistant. AACL/IJCNLP (System Demonstrations) (2020)
Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. CoRR (2020)
Nham Le, Tuan Manh Lai, Trung Bui, Doo Soon Kim
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises. AACL/IJCNLP (System Demonstrations) (2020)
Tuan Manh Lai, Trung Bui, Doo Soon Kim, Quan Hung Tran
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents. CoRR (2020)
Tuan Manh Lai, Trung Bui, Doo Soon Kim, Quan Hung Tran
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents. COLING (2020)
Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. COLING (2020)
Florent Langenfeld, Apostolos Axenopoulos, Halim Benhabiles, Petros Daras, Andrea Giachetti, Xusi Han, Karim Hammoudi, Daisuke Kihara, Tuan Manh Lai, Haiguang Liu, Mahmoud Melkemi, Stelios K. Mylonas, Genki Terashi, Yufan Wang, Féryal Windal, Matthieu Montès
Protein Shape Retrieval Contest. 3DOR@Eurographics (2019)
Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara
A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems. CoRR (2019)
Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara
A Gated Self-attention Memory Network for Answer Selection. EMNLP/IJCNLP (1) (2019)
Sugeerth Murugesan, Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai
DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance. IEEE Computer Graphics and Applications 39 (5) (2019)
Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara
A Gated Self-attention Memory Network for Answer Selection. CoRR (2019)
Tuan Manh Lai, Trung Bui, Nedim Lipka, Sheng Li
Supervised Transfer Learning for Product Information Question Answering. CoRR (2019)
Ilja Gubins, Gijs van der Schot, Remco C. Veltkamp, Friedrich Förster, Xuefeng Du, Xiangrui Zeng, Zhenxi Zhu, Lufan Chang, Min Xu, Emmanuel Moebel, Antonio Martínez-Sánchez, Charles Kervrann, Tuan Manh Lai, Xusi Han, Genki Terashi, Daisuke Kihara, Benjamin A. Himes, Xiaohua Wan, Jingrong Zhang, Shan Gao, Yu Hao, Zhilong Lv, Xiaohua Wan, Zhidong Yang, Zijun Ding, Xuefeng Cui, Fa Zhang
Classification in Cryo-Electron Tomograms. 3DOR@Eurographics (2019)
Tuan Manh Lai, Trung Bui, Sheng Li, Nedim Lipka
A Simple End-to-End Question Answering Model for Product Information. ECONLP@ACL (2018)
Jacqueline Brixey, Ramesh R. Manuvinakurike, Nham Le, Tuan Manh Lai, Walter Chang, Trung Bui
A System for Automated Image Editing from Natural Language Commands. CoRR (2018)
Tuan Manh Lai, Trung Bui, Nedim Lipka, Sheng Li
Supervised Transfer Learning for Product Information Question Answering. ICMLA (2018)
Quan Hung Tran, Tuan Manh Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui
The Context-Dependent Additive Recurrent Neural Net. NAACL-HLT (2018)
Tuan Manh Lai, Trung Bui, Sheng Li
A Review on Deep Learning Techniques Applied to Answer Selection. COLING (2018)
Sukhwan Jung, Tuan Manh Lai, Aviv Segev
Analyzing Future Nodes in a Knowledge Network. BigData Congress (2016)