Piyawat Lertvittayakumjorn

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Text Classification

Quality Estimation

Natural Language

Unlabeled Documents

Top Venues

Publications

Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Kasidis Kanwatchara, Boonserm Kijsirikul, Peerapon Vateekul
Meta Lifelong-Learning With Selective and Task-Aware Adaptation. IEEE Access 12 (2024)
Susan Lin, Jeremy Warner, J. D. Zamfirescu-Pereira, Matthew G. Lee, Sauhard Jain, Shanqing Cai, Piyawat Lertvittayakumjorn, Michael Xuelin Huang, Shumin Zhai, Bjoern Hartmann, Can Liu
Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation. CHI (2024)
Susan Lin, Jeremy Warner, J. D. Zamfirescu-Pereira, Matthew G. Lee, Sauhard Jain, Michael Xuelin Huang, Piyawat Lertvittayakumjorn, Shanqing Cai, Shumin Zhai, Björn Hartmann, Can Liu
Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation. CoRR (2024)
Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul
Prompt-Based Label-Aware Framework for Few-Shot Multi-Label Text Classification. IEEE Access 12 (2024)
Christoph Leiter, Piyawat Lertvittayakumjorn, Marina Fomicheva, Wei Zhao, Yang Gao, Steffen Eger
Towards Explainable Evaluation Metrics for Machine Translation. CoRR (2023)
Piyawat Lertvittayakumjorn, Francesca Toni
Argumentative explanations for pattern-based text classifiers. Argument Comput. 14 (2) (2023)
Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul
Label-Aware Automatic Verbalizer for Few-Shot Text Classification. CoRR (2023)
Piyawat Lertvittayakumjorn, Leshem Choshen, Eyal Shnarch, Francesca Toni
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns. LREC (2022)
Piyawat Lertvittayakumjorn, Francesca Toni
Argumentative Explanations for Pattern-Based Text Classifiers. CoRR (2022)
Christoph Leiter, Piyawat Lertvittayakumjorn, Marina Fomicheva, Wei Zhao, Yang Gao, Steffen Eger
Towards Explainable Evaluation Metrics for Natural Language Generation. CoRR (2022)
Chrysoula Zerva, Frédéric Blain, Ricardo Rei, Piyawat Lertvittayakumjorn, José G. C. de Souza, Steffen Eger, Diptesh Kanojia, Duarte M. Alves, Constantin Orasan, Marina Fomicheva, André F. T. Martins, Lucia Specia
Findings of the WMT 2022 Shared Task on Quality Estimation. WMT (2022)
Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
Enhancing Lifelong Language Learning by Improving Pseudo-Sample Generation. Comput. Linguistics 48 (4) (2022)
Piyawat Lertvittayakumjorn, Ivan Petej, Yang Gao, Yamuna Krishnamurthy, Anna Van Der Gaag, Robert Jago, Kostas Stathis
Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies. ACL (demo) (2021)
Marina Fomicheva, Piyawat Lertvittayakumjorn, Wei Zhao, Steffen Eger, Yang Gao
The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results. Eval4NLP (2021)
Piyawat Lertvittayakumjorn, Francesca Toni
Explanation-Based Human Debugging of NLP Models: A Survey. CoRR (2021)
Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
Rational LAMOL: A Rationale-based Lifelong Learning Framework. ACL/IJCNLP (1) (2021)
Adam Dejl, Peter He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks. AAMAS (2021)
Purin Sukpanichnant, Antonio Rago, Piyawat Lertvittayakumjorn, Francesca Toni
Neural QBAFs: Explaining Neural Networks Under LRP-Based Argumentation Frameworks. AI*IA (2021)
Piyawat Lertvittayakumjorn, Daniele Bonadiman, Saab Mansour
Knowledge-Driven Slot Constraints for Goal-Oriented Dialogue Systems. NAACL-HLT (2021)
Marina Fomicheva, Piyawat Lertvittayakumjorn, Wei Zhao, Steffen Eger, Yang Gao
The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results. CoRR (2021)
Piyawat Lertvittayakumjorn, Francesca Toni
Explanation-Based Human Debugging of NLP Models: A Survey. Trans. Assoc. Comput. Linguistics 9 (2021)
Pollawat Hongwimol, Peeranuth Kehasukcharoen, Pasit Laohawarutchai, Piyawat Lertvittayakumjorn, Aik Beng Ng, Zhangsheng Lai, Timothy Liu, Peerapon Vateekul
ESRA: Explainable Scientific Research Assistant. ACL (demo) (2021)
Piyawat Lertvittayakumjorn, Leshem Choshen, Eyal Shnarch, Francesca Toni
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns. CoRR (2021)
Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni
FIND: Human-in-the-Loop Debugging Deep Text Classifiers. EMNLP (1) (2020)
Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni
FIND: Human-in-the-Loop Debugging Deep Text Classifiers. CoRR (2020)
Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni
DAX: Deep Argumentative eXplanation for Neural Networks. CoRR (2020)
Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. CoRR (2019)
Chao Wu, Guolong Wang, Jiangcheng Zhu, Piyawat Lertvittayakumjorn, Simon Hu, Chilie Tan, Hong Mi, Yadan Xu, Jun Xiao
Exploratory Analysis for Big Social Data Using Deep Network. IEEE Access 7 (2019)
Piyawat Lertvittayakumjorn, Francesca Toni
Human-grounded Evaluations of Explanation Methods for Text Classification. CoRR (2019)
Piyawat Lertvittayakumjorn, Francesca Toni
Human-grounded Evaluations of Explanation Methods for Text Classification. EMNLP/IJCNLP (1) (2019)
Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT (1) (2019)
Piyawat Lertvittayakumjorn, Natthawut Kertkeidkachorn, Ryutaro Ichise
Resolving Range Violations in DBpedia. JIST (2017)
Piyawat Lertvittayakumjorn, Chao Wu, Yue Liu, Hong Mi, Yike Guo
Exploratory Analysis of Big Social Data Using MIC/MINE Statistics. SocInfo (2) (2017)
Piyawat Lertvittayakumjorn, Natthawut Kertkeidkachorn, Ryutaro Ichise
Correcting Range Violation Errors in DBpedia. ISWC (Posters, Demos & Industry Tracks) (2017)