Tianhua Tao
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Generation
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Machine Learning
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
text generation
(2)
code generation
(2)
non-autoregressive generation
(2)
knowledge distillation
(1)
neural text generation
(1)
instruction tuning
(1)
maximum likelihood
(1)
marginal distribution
(1)
language model
(1)
low-rank adaptation
(1)
world model
(1)
multimodal large language model
(1)
embodied agent
(1)
sequence model
(1)
edit distance
(1)
cross-entropy loss
(1)
scientific computing
(1)
problem decomposition
(1)
scientific reasoning
(1)
scientific research
(1)
Papers
SciCode: A Research Coding Benchmark Curated by Scientists
NeurIPS 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
NeurIPS 2024
Language Models Meet World Models: Embodied Experiences Enhance Language Models
NeurIPS 2023
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation
NAACL 2022
On the Learning of Non-Autoregressive Transformers
ICML 2022