Sarana Nutanong
29 papers · 2020–2026 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (67) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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The Questioner
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Research topics
Natural Language Processing
(21)
Machine Learning
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Artificial Intelligence
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Learning Types · Machine Learning
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Deep Learning
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Keywords
large language model
(5)
question answering
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representation learning
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cross-lingual retrieval
(3)
multilingual nlp
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sentence embedding
(3)
thai language
(3)
semantic similarity
(3)
transfer learning
(3)
graph retrieval
(2)
retrieval-augmented generation
(2)
shortcut learning
(2)
multilingual reasoning
(2)
legal question answering
(2)
domain adaptation
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contrastive learning
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benchmark dataset
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natural language inference
(2)
knowledge distillation
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spurious correlation
(2)
Papers
Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning
ACL 2026
FourCorners: A Production Knowledge Graph Unifying Thailand’s Legal System
ACL 2026
FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph
ACL 2026
SEA-BED: How Do Embedding Models Represent Southeast Asian Languages?
ACL 2026
Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards
EMNLP 2025
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities
EMNLP 2025
Prior Prompt Engineering for Reinforcement Fine-Tuning
EMNLP 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
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
MIST: Mutual Information Maximization for Short Text Clustering
ACL 2024
SEA-VQA: Southeast Asian Cultural Context Dataset For Visual Question Answering
ACL 2024
Space Decomposition for Sentence Embedding
ACL 2024
Crowdsourced Data Validation for ASR Training
Interspeech 2023
Learning Geometric-Aware Properties in 2D Representation Using Lightweight CAD Models, or Zero Real 3D Pairs
CVPR 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
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference
EMNLP 2022
Thai Nested Named Entity Recognition Corpus
ACL 2022
Topic-Regularized Authorship Representation Learning
EMNLP 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