Yining Hua
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ACL (2)
EMNLP (2)
NIPS (2)
COLING (1)
IJCAI (1)
NAACL (1)
Top co-authors
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
From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs
NAACL 2025
A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
ACL 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting
COLING 2025
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
EMNLP 2025
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
EMNLP 2024
FinTextQA: A Dataset for Long-form Financial Question Answering
ACL 2024
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost
IJCAI 2023
Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset
NIPS 2023
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets
NIPS 2022