Jian-Tao Huang
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
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Taxonomy Completionist
(13)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
COLING (1)
EMNLP (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
numeral understanding
(2)
question answering
(2)
text generation
(2)
reading comprehension
(2)
natural language inference
(2)
reasoning ability
(1)
abstractive summarization
(1)
number prediction
(1)
large language model
(1)
format alignment
(1)
learning theory
(1)
numerical accuracy
(1)
mathematical reasoning
(1)
headline generation
(1)
inductive bia
(1)
supervised fine-tuning
(1)
Papers
The Emperorโs New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT
EMNLP 2025
NumHG: A Dataset for Number-Focused Headline Generation
COLING 2024
SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation
NAACL 2024
SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation
SEMEVAL 2024