Zhiruo Wang
12 papers · 2020–2024 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Renaissance Researcher (5)
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Century Club Β· Bronze
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The Questioner
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Research topics
Natural Language Processing
(9)
Artificial Intelligence
(6)
Machine Learning
(6)
Application Areas
(5)
Applications Β· Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(4)
Generation
(3)
Learning Types
(3)
Resources & Methods
(3)
Computer Science
(2)
Knowledge & Reasoning
(2)
Applications Β· Computer Science
(2)
Computer Vision
(1)
Architectures
(1)
Keywords
code generation
(4)
large language model
(3)
question answering
(2)
program synthesis
(2)
domain adaptation
(2)
pre-trained language model
(2)
natural language to code
(2)
knowledge distillation
(1)
attention mechanism
(1)
image generation
(1)
multimodal learning
(1)
semantic parsing
(1)
reward learning
(1)
document retrieval
(1)
symbolic reasoning
(1)
domain knowledge
(1)
adaptive inference
(1)
natural language generation
(1)
iterative refinement
(1)
dense retrieval
(1)
Papers
ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?
EMNLP 2024
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks
ICML 2024
API-Assisted Code Generation for Question Answering on Varied Table Structures
EMNLP 2023
Execution-Based Evaluation for Open-Domain Code Generation
EMNLP 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning
ACL 2023
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
EACL 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
NeurIPS 2023
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
ACL 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
EMNLP 2022
Table Retrieval May Not Necessitate Table-specific Model Design
NAACL 2022
FastBERT: a Self-distilling BERT with Adaptive Inference Time
ACL 2020
K-BERT: Enabling Language Representation with Knowledge Graph
AAAI 2020