Daya Guo
20 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(17)
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Renaissance Researcher
(5)
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Research topics
Artificial Intelligence
(14)
Deep Learning
(14)
Natural Language Processing
(14)
Core AI
(14)
Machine Learning
(11)
Applications
(8)
Architectures
(8)
Learning Types Β· Deep Learning
(8)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Techniques
(5)
Generation
(4)
Resources & Methods
(4)
Models
(3)
Computer Science
(2)
Keywords
code completion
(4)
code representation
(4)
semantic parsing
(4)
contrastive learning
(3)
abstract syntax tree
(3)
knowledge base
(3)
pre-trained language model
(3)
dense retrieval
(2)
code generation
(2)
retrieval model
(2)
conversational question answering
(2)
pre-trained model
(2)
question answering
(2)
text retrieval
(2)
code search
(2)
program synthesis
(1)
adversarial training
(1)
coreference resolution
(1)
cross-modal learning
(1)
knowledge extraction
(1)
Papers
From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion
ACL 2026
CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction
ICML 2025
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data
EMNLP 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion
ICML 2023
Noisy Pair Corrector for Dense Retrieval
EMNLP 2023
Analytical Reasoning of Text
NAACL 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
ACL 2022
Learning to Complete Code with Sketches
ICLR 2022
ReACC: A Retrieval-Augmented Code Completion Framework
ACL 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation
EMNLP 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation
ACL 2022
GraphCodeBERT: Pre-training Code Representations with Data Flow
ICLR 2021
Syntax-Enhanced Pre-trained Model
ACL 2021
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
EMNLP 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
ACL 2020
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
AAAI 2020
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing
ACL 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base
EMNLP 2019
Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base
NeurIPS 2018
Question Generation from SQL Queries Improves Neural Semantic Parsing
EMNLP 2018