Xinyi He
7 papers · 2022–2025 · 4 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
(24)
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Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(6)
Natural Language Processing
(6)
Applications
(6)
Machine Learning
(5)
Application Areas
(4)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(4)
data analysis
(2)
data augmentation
(2)
tabular data
(2)
semantic analysis
(1)
code generation
(1)
question answering
(1)
low-rank adaptation
(1)
language modeling
(1)
parameter-efficient fine-tuning
(1)
data sampling
(1)
table question answering
(1)
table understanding
(1)
table reasoning
(1)
test case generation
(1)
adversarial attack
(1)
table structure understanding
(1)
two-dimensional structured information
(1)
special token encoder
(1)
semantic parsing
(1)
Papers
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
ACL 2025
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
EMNLP 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
EMNLP 2024
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
AAAI 2024
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks
ACL 2023
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
IJCAI 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems
EMNLP 2022