Lyuhao Chen
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Machine Learning
(3)
Applications
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Models
(2)
Reinforcement Learning
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(4)
benchmark evaluation
(2)
table question answering
(2)
long-form answer
(2)
fact verification
(1)
knowledge distillation
(1)
question decomposition
(1)
document understanding
(1)
llm evaluation
(1)
chain-of-thought prompting
(1)
automated evaluation
(1)
table understanding
(1)
program generation
(1)
automatic evaluation
(1)
table-to-text generation
(1)
numerical reasoning
(1)
table reasoning
(1)
group relative policy optimization
(1)
inference-time scaling
(1)
program execution
(1)
Papers
Table-R1: Inference-Time Scaling for Table Reasoning Tasks
EMNLP 2025
DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents
ACL 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation
EMNLP 2024
Revisiting Automated Evaluation for Long-form Table Question Answering
EMNLP 2024
TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning
ACL 2024