Peerat Limkonchotiwat
31 papers · 2020–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Research topics
Natural Language Processing
(25)
Machine Learning
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Artificial Intelligence
(17)
Applications
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Core AI
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Learning Types Β· Machine Learning
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Keywords
multilingual nlp
(7)
large language model
(6)
low-resource language
(4)
question answering
(4)
thai language
(4)
southeast asian language
(4)
instruction tuning
(3)
transfer learning
(3)
multilingual model
(3)
language model
(3)
sentence embedding
(3)
cross-lingual retrieval
(3)
knowledge base
(2)
machine reading comprehension
(2)
visual question answering
(2)
representation learning
(2)
semantic similarity
(2)
shortcut learning
(2)
data augmentation
(2)
domain adaptation
(2)
Papers
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages?
ACL 2026
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
ACL 2025
Language Surgery in Multilingual Large Language Models
EMNLP 2025
SEA-HELM: Southeast Asian Holistic Evaluation of Language Models
ACL 2025
SEA-LION: Southeast Asian Languages in One Network
IJCNLP 2025
Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards
ACL 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments
ACL 2025
WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai
EMNLP 2025
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines
NAACL 2025
An Empirical Study of Multilingual Reasoning Distillation for Question Answering
EMNLP 2024
CHIE: Generative MRC Evaluation for in-context QA with Correctness, Helpfulness, Irrelevancy, and Extraneousness Aspects
EMNLP 2024
Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning
EMNLP 2024
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis
ACL 2024
McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering
EMNLP 2024
On Creating an English-Thai Code-switched Machine Translation in Medical Domain
EMNLP 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 2024
SEA-VQA: Southeast Asian Cultural Context Dataset For Visual Question Answering
ACL 2024
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai
ACL 2024
Space Decomposition for Sentence Embedding
ACL 2024
Cross-Lingual Data Augmentation For Thai Question-Answering
EMNLP 2023
mReFinED: An Efficient End-to-End Multilingual Entity Linking System
EMNLP 2023
PyThaiNLP: Thai Natural Language Processing in Python
EMNLP 2023
SEA-LION (Southeast Asian Languages In One Network): A Family of Southeast Asian Language Models
EMNLP 2023
Typo-Robust Representation Learning for Dense Retrieval
ACL 2023
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering
NAACL 2022
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation
EMNLP 2022
Thai Nested Named Entity Recognition Corpus
ACL 2022
Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation
ACL 2021
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval
EMNLP 2021
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble
EMNLP 2020