Shuyan Zhou
22 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
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code generation
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autonomous agent
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web agent
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natural language to code
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low-resource language
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knowledge base
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named entity recognition
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task automation
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cross-lingual entity linking
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multimodal agent
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program synthesis
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benchmark evaluation
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language model
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web navigation
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graph generation
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symbolic reasoning
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entity disambiguation
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information retrieval
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Papers
Aligned LLMs Are Not Aligned Browser Agents
ICLR 2025
Beyond Browsing: API-Based Web Agents
ACL 2025
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
NAACL 2025
WebInject: Prompt Injection Attack to Web Agents
EMNLP 2025
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
NeurIPS 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
NeurIPS 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
ACL 2024
WebArena: A Realistic Web Environment for Building Autonomous Agents
ICLR 2024
Causal Reasoning of Entities and Events in Procedural Texts
EACL 2023
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code
EMNLP 2023
DocPrompting: Generating Code by Retrieving the Docs
ICLR 2023
Execution-Based Evaluation for Open-Domain Code Generation
EMNLP 2023
Hierarchical Prompting Assists Large Language Model on Web Navigation
EMNLP 2023
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
EACL 2023
PAL: Program-aided Language Models
ICML 2023
Hierarchical Control of Situated Agents through Natural Language
NAACL 2022
Language Models of Code are Few-Shot Commonsense Learners
EMNLP 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data
ACL 2022
Soft Gazetteers for Low-Resource Named Entity Recognition
ACL 2020
Improving Robustness of Neural Machine Translation with Multi-task Learning
ACL 2019
Towards Zero-resource Cross-lingual Entity Linking
EMNLP 2019
Aggregated Semantic Matching for Short Text Entity Linking
CoNLL 2018