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Ekapol Chuangsuwanich
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2020 – today
- 2024
- [j16]Supachan Traitruengsakul
, Ekapol Chuangsuwanich
Developing a Thai Grammatical Error Correction Tool for Deaf Students. IEEE Access 12: 153980-153999 (2024) - [c47]Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich:
Learning Job Title Representation from Job Description Aggregation Network. ACL (Findings) 2024: 1319-1329 - [c46]Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich:
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model. ACL (Findings) 2024: 4750-4762 - [c45]Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Space Decomposition for Sentence Embedding. ACL (Findings) 2024: 11227-11239 - [c44]Sitiporn Sae Lim, Can Udomcharoenchaikit, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis. ACL (Findings) 2024: 11548-11563 - [c43]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Potsawee Manakul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering. EMNLP (Findings) 2024: 2780-2793 - [c42]Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Jinheon Baek, Potsawee Manakul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
An Empirical Study of Multilingual Reasoning Distillation for Question Answering. EMNLP 2024: 7739-7751 - [c41]Panuthep Tasawong, Peerat Limkonchotiwat, Potsawee Manakul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning. EMNLP 2024: 15313-15321 - [c40]Tagon Sompong, Chawan Piansaddhayanon, Ekapol Chuangsuwanich:
Attribute-Aware Amplification of Facial Feature Sequences for Facial Emotion Recognition. ICASSP 2024: 4280-4284 - [i19]Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
WangchanLion and WangchanX MRC Eval. CoRR abs/2403.16127 (2024) - [i18]Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Space Decomposition for Sentence Embedding. CoRR abs/2406.03125 (2024) - [i17]Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich:
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model. CoRR abs/2406.05733 (2024) - [i16]Thanapat Trachu, Chawan Piansaddhayanon, Ekapol Chuangsuwanich:
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge. CoRR abs/2406.06139 (2024) - [i15]Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich:
Learning Job Title Representation from Job Description Aggregation Network. CoRR abs/2406.08055 (2024) - 2023
- [j15]Burin Naowarat
Context Conditioning via Surrounding Predictions for Non-Recurrent CTC Models. IEEE Access 11: 73531-73542 (2023) - [j14]Chawan Piansaddhayanon, Sakun Santisukwongchote, Shanop Shuangshoti, Qingyi Tao, Sira Sriswasdi
ReCasNet: Improving consistency within the two-stage mitosis detection framework. Artif. Intell. Medicine 135: 102462 (2023) - [j13]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. Trans. Assoc. Comput. Linguistics 11: 1572-1587 (2023) - [c39]Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
Typo-Robust Representation Learning for Dense Retrieval. ACL (2) 2023: 1106-1115 - [c38]Artit Suwanbandit, Jaturong Chitiyaphol, Sutthinan Chuenchom, Kanyarat Kwiecien, Husen Sawal, Ruslan Uthai, Orathai Sangpetch, Ekapol Chuangsuwanich:
Thai-Dialect: Low Resource Thai Dialectal Speech to Text Corpora. ASRU 2023: 1-8 - [c37]Pannawit Athipatcharawat
Article Feed Recommendation System for Thai Social Media Application Using Article Context Based on Deep Learning. IAIT 2023: 12:1-12:7 - [c36]Pitchaporn Rewatbowornwong, Nattanat Chatthee, Ekapol Chuangsuwanich, Supasorn Suwajanakorn:
Zero-guidance Segmentation Using Zero Segment Labels. ICCV 2023: 1162-1172 - [c35]Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong:
Crowdsourced Data Validation for ASR Training. INTERSPEECH 2023: 551-555 - [c34]Thanathai Lertpetchpun, Ekapol Chuangsuwanich:
Instance-based Temporal Normalization for Speaker Verification. INTERSPEECH 2023: 3172-3176 - [c33]Burin Naowarat, Thananchai Kongthaworn, Ekapol Chuangsuwanich:
Word-level Confidence Estimation for CTC Models. INTERSPEECH 2023: 3297-3301 - [c32]Artit Suwanbandit, Burin Naowarat, Orathai Sangpetch, Ekapol Chuangsuwanich:
Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition. INTERSPEECH 2023: 4069-4073 - [c31]Idhibhat Pankam, Peerat Limkonchotiwat, Ekapol Chuangsuwanich:
Two-stage Thai Misspelling Correction based on Pre-trained Language Models. JCSSE 2023: 7-12 - [c30]Nuttapol Kamolkunasiri, Proadpran Punyabukkana
A Comparative Study on Out of Scope Detection for Chest X-ray Images. JCSSE 2023: 73-78 - [c29]Thaweesak Chusri, Sadanan Arsaibun, Peerapat Chokesuwattanaskul, Ekapol Chuangsuwanich, Attapol T. Rutherford:
Few-Shot Law Retrieval System for Supreme Court Cases. JCSSE 2023: 84-89 - [c28]Krit Gangwanpongpun, Ekapol Chuangsuwanich, Proadpran Punyabukkana:
Analysis of the Trade-Off in Data Quality Management for Crowdsourcing. JCSSE 2023: 155-160 - [c27]Nut Pinyo, Panya Lokaphadhana, Pipat Saengow, Saenyakorn Siangsanoh, Thanapoom Wonnaparhown, Ekapol Chuangsuwanich, Proadpran Punyabukkana, Atiwong Suchato:
0.01 Cent per Second: Developing a Cloud-based Cost-effective Audio Transcription System for an Online Video Learning Platform. JCSSE 2023: 432-437 - [c26]Pasit Jakkrawankul, Chaipat Chunharas, Wasan Akarathanawat, Pongpat Vorasayan, Sedthapong Chunamchai, Ploy N. Pratanwanich, Proadpran Punyabukkana
Risk Prediction of Cardioembolic Stroke using Clinical Data and Non-contrast CT. SSP 2023: 433-437 - [c25]Natthanan Ruengchaijatuporn, Parin Kittipongdaja, Tagon Sompong, Pasit Jakkrawankul, Pattama Torvorapanit, Napaporn Chantasrisawad, Wariya Chintanapakdee, Thanisa Tongbai, Aisawan Petchlorlian, Wiroon Sriborrirux, Chaipat Chunharas, Opass Putcharoen, Ekapol Chuangsuwanich, Sira Sriswasdi:
AI-assisted monitoring of COVID-19 community isolation in Thailand. SSP 2023: 651-655 - [i14]Pitchaporn Rewatbowornwong, Nattanat Chatthee, Ekapol Chuangsuwanich, Supasorn Suwajanakorn:
Zero-guidance Segmentation Using Zero Segment Labels. CoRR abs/2303.13396 (2023) - [i13]Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
Typo-Robust Representation Learning for Dense Retrieval. CoRR abs/2306.10348 (2023) - [i12]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. CoRR abs/2311.03228 (2023) - 2022
- [j12]Wasunan Chokchaithanakul
Adaptive Image Preprocessing and Augmentation for Tuberculosis Screening on Out-of-Domain Chest X-Ray Dataset. IEEE Access 10: 132144-132152 (2022) - [c24]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Ekapol Chuangsuwanich, Sarana Nutanong:
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation. EMNLP (Findings) 2022: 6467-6480 - [c23]Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee, Kanruethai Masuk, Weerayut Buaphet, Ekapol Chuangsuwanich, Sarana Nutanong:
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference. EMNLP 2022: 11308-11321 - [c22]Patawee Prakrankamanant, Ekapol Chuangsuwanich:
Tokenization-based data augmentation for text classification. JCSSE 2022: 1-6 - [c21]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering. NAACL-HLT (Findings) 2022: 2141-2155 - [i11]Chawan Piansaddhayanon, Sakun Santisukwongchote, Shanop Shuangshoti, Qingyi Tao, Sira Sriswasdi, Ekapol Chuangsuwanich:
ReCasNet: Improving consistency within the two-stage mitosis detection framework. CoRR abs/2202.13912 (2022) - [i10]Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Thai Wav2Vec2.0 with CommonVoice V8. CoRR abs/2208.04799 (2022) - 2021
- [j11]Jirut Polohakul
Real Estate Recommendation Approach for Solving the Item Cold-Start Problem. IEEE Access 9: 68139-68150 (2021) - [j10]Kankawee Chanasit
A Real Estate Valuation Model Using Boosted Feature Selection. IEEE Access 9: 86938-86953 (2021) - [j9]Nannapas Banluesombatkul
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. IEEE J. Biomed. Health Informatics 25(6): 1949-1963 (2021) - [c20]Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun
Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation. ACL/IJCNLP (Findings) 2021: 1003-1016 - [c19]Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong:
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval. EMNLP (Findings) 2021: 935-944 - [c18]Burin Naowarat, Thananchai Kongthaworn, Korrawe Karunratanakul, Sheng Hui Wu, Ekapol Chuangsuwanich:
Reducing Spelling Inconsistencies in Code-Switching ASR Using Contextualized CTC Loss. ICASSP 2021: 6239-6243 - [c17]Thananchai Kongthaworn, Burin Naowarat, Ekapol Chuangsuwanich:
Spectral and Latent Speech Representation Distortion for TTS Evaluation. Interspeech 2021: 2741-2745 - [c16]Gan Srirutchataboon, Saranpat Prasertthum, Ekapol Chuangsuwanich, Ploy N. Pratanwanich, Chotirat Ratanamahatana:
Stacking Ensemble Learning for Housing Price Prediction: a Case Study in Thailand. KST 2021: 73-77 - [c15]Konpat Preechakul, Chawan Piansaddhayanon, Burin Naowarat, Tirasan Khandhawit, Sira Sriswasdi, Ekapol Chuangsuwanich:
Set Prediction in the Latent Space. NeurIPS 2021: 25516-25527 - [c14]Charin Polpanumas, Peerat Limkonchotiwat, Benyapa Matupumanon, Chompakorn Chaksangchaichot, Natkrita Chumlek, Nattakarn Phaphoom, Pakin Siwatammarat, Pined Laohapiengsak, Sukrit Amornpornwiwat, Witchapong Daroontham, Ekapol Chuangsuwanich, Kowin Kulruchakorn, Sarana Nutanong, Titipat Achakulvisut
AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online. TALE 2021: 565-572 - 2020
- [j8]Raheem Sarwar
CAG: Stylometric Authorship Attribution of Multi-Author Documents Using a Co-Authorship Graph. IEEE Access 8: 18374-18393 (2020) - [j7]Terapap Apiparakoon
MaligNet: Semisupervised Learning for Bone Lesion Instance Segmentation Using Bone Scintigraphy. IEEE Access 8: 27047-27066 (2020) - [j6]Parichat Chonwiharnphan
Generating Realistic Users Using Generative Adversarial Network With Recommendation-Based Embedding. IEEE Access 8: 41384-41393 (2020) - [j5]Anuruth Lertpiya
Thai Spelling Correction and Word Normalization on Social Text Using a Two-Stage Pipeline With Neural Contextual Attention. IEEE Access 8: 133403-133419 (2020) - [j4]Theerawit Wilaiprasitporn
Affective EEG-Based Person Identification Using the Deep Learning Approach. IEEE Trans. Cogn. Dev. Syst. 12(3): 486-496 (2020) - [c13]Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble. EMNLP (1) 2020: 3841-3847 - [c12]Phakawat Wangkriangkri, Chanissara Viboonlarp, Attapol T. Rutherford, Ekapol Chuangsuwanich:
A Comparative Study of Pretrained Language Models for Automated Essay Scoring with Adversarial Inputs. TENCON 2020: 875-880 - [i9]Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn, Payongkit Lakhan, Busarakum Chaitusaney, Nattapong Jaimchariyatam, Ekapol Chuangsuwanich, Nat Dilokthanakul, Theerawit Wilaiprasitporn:
MetaSleepLearner: Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. CoRR abs/2004.04157 (2020) - [i8]Burin Naowarat, Thananchai Kongthaworn, Korrawe Karunratanakul, Sheng Hui Wu, Ekapol Chuangsuwanich:
Reducing Spelling Inconsistencies in Code-Switching ASR using Contextualized CTC Loss. CoRR abs/2005.07920 (2020) - [i7]Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich:
High resolution weakly supervised localization architectures for medical images. CoRR abs/2010.11475 (2020)
2010 – 2019
- 2019
- [j3]Apiwat Ditthapron, Nannapas Banluesombatkul, Sombat Ketrat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn
Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder. IEEE Access 7: 68415-68428 (2019) - [j2]Poomarin Phloyphisut, Natapol Pornputtapong
MHCSeqNet: a deep neural network model for universal MHC binding prediction. BMC Bioinform. 20(1): 270:1-270:10 (2019) - [i6]Chanatip Saetia, Ekapol Chuangsuwanich, Tawunrat Chalothorn, Peerapon Vateekul:
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations. CoRR abs/1908.01294 (2019) - [i5]Theerasarn Pianpanit, Sermkiat Lolak, Phattarapong Sawangjai, Apiwat Ditthapron, Sanparith Marukatat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn:
A comparative study for interpreting deep learning prediction of the Parkinson's disease diagnosis from SPECT imaging. CoRR abs/1908.11199 (2019) - 2018
- [c11]Panida Wiriyachaiporn, Kankawee Chanasit, Atiwong Suchato, Proadpran Punyabukkana
Algorithmic Music Composition Comparison. JCSSE 2018: 1-6 - [c10]Patcharin Cheng, Phairot Autthasan
Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning. TENCON 2018: 1994-1998 - [i4]Itthi Chatnuntawech, Kittipong Tantisantisom
Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network. CoRR abs/1805.11491 (2018) - [i3]Theerawit Wilaiprasitporn, Apiwat Ditthapron, Karis Matchaparn, Tanaboon Tongbuasirilai, Nannapas Banluesombatkul, Ekapol Chuangsuwanich:
Affective EEG-Based Person Identification Using the Deep Learning Approach. CoRR abs/1807.03147 (2018) - [i2]Patcharin Cheng, Phairot Autthasan, Boriwat Pijarana, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn:
Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning. CoRR abs/1808.10852 (2018) - 2016
- [b1]Ekapol Chuangsuwanich:
Multilingual techniques for low resource automatic speech recognition. Massachusetts Institute of Technology, Cambridge, USA, 2016 - [c9]Ekapol Chuangsuwanich, Yu Zhang, James R. Glass:
Multilingual data selection for training stacked bottleneck features. ICASSP 2016: 5410-5414 - [c8]Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu:
Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition. ICASSP 2016: 5415-5419 - 2015
- [j1]Matthew R. Walter, Matthew E. Antone, Ekapol Chuangsuwanich, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Yuli Friedman, James R. Glass, Jonathan P. How
A Situationally Aware Voice-commandable Robotic Forklift Working Alongside People in Unstructured Outdoor Environments. J. Field Robotics 32(4): 590-628 (2015) - [i1]Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu:
Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition. CoRR abs/1510.08985 (2015) - 2014
- [c7]Yu Zhang, Ekapol Chuangsuwanich, James R. Glass:
Extracting deep neural network bottleneck features using low-rank matrix factorization. ICASSP 2014: 185-189 - [c6]Anne Cutler, Yu Zhang, Ekapol Chuangsuwanich, James R. Glass:
Language ID-based training of multilingual stacked bottleneck features. INTERSPEECH 2014: 1-5 - [c5]Hung-yi Lee, Yu Zhang, Ekapol Chuangsuwanich, James R. Glass:
Graph-based re-ranking using acoustic feature similarity between search results for spoken term detection on low-resource languages. INTERSPEECH 2014: 2479-2483 - 2012
- [c4]Ekapol Chuangsuwanich, Shinji Watanabe
Handling uncertain observations in unsupervised topic-mixture language model adaptation. ICASSP 2012: 5033-5036 - 2011
- [c3]Stephen Shum, Najim Dehak, Ekapol Chuangsuwanich, Douglas A. Reynolds, James R. Glass:
Exploiting Intra-Conversation Variability for Speaker Diarization. INTERSPEECH 2011: 945-948 - [c2]Ekapol Chuangsuwanich, James R. Glass:
Robust Voice Activity Detector for Real World Applications Using Harmonicity and Modulation Frequency. INTERSPEECH 2011: 2645-2648 - 2010
- [c1]Ekapol Chuangsuwanich, D. Scott Cyphers, James R. Glass, Seth J. Teller:
Spoken command of large mobile robots in outdoor environments. SLT 2010: 306-311
Coauthor Index
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