Yining Hua
9 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(4)
retrieval-augmented generation
(2)
benchmark evaluation
(2)
social media analysis
(1)
document retrieval
(1)
cross-lingual transfer
(1)
transfer learning
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
language model
(1)
sql generation
(1)
intent detection
(1)
energy efficiency
(1)
medical nlp
(1)
question answering
(1)
pre-trained language model
(1)
task decomposition
(1)
few-shot learning
(1)
zero-shot learning
(1)
Papers
A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
ACL 2025
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
EMNLP 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting
COLING 2025
From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs
NAACL 2025
FinTextQA: A Dataset for Long-form Financial Question Answering
ACL 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
EMNLP 2024
Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset
NeurIPS 2023
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost
IJCAI 2023
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets
NeurIPS 2022