Xinyi He
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (6) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
Conferences
EMNLP (3)
ACL (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(4)
data analysis
(2)
data augmentation
(2)
tabular datum
(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
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
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
EMNLP 2024
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks
ACL 2023
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems
EMNLP 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
IJCAI 2022