Shuyan Zhou
22 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (12)
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(7)
🤝
Dynamic Duo
(16)
🧬
Topic Evolution
📈
Trend Setter
🗃️
Keyword Collector
(97)
⚡
Prolific Year
(7)
💎
Century Club
(22)
Conferences
EMNLP (6)
ACL (5)
ICLR (3)
EACL (2)
NAACL (2)
NIPS (2)
CONLL (1)
ICML (1)
Top co-authors
Keywords
large language model
(6)
code generation
(4)
autonomous agent
(3)
natural language to code
(3)
web agent
(3)
multimodal agent
(2)
low-resource language
(2)
named entity recognition
(2)
task automation
(2)
web navigation
(2)
benchmark evaluation
(2)
language model
(2)
program synthesis
(2)
knowledge base
(2)
cross-lingual entity linking
(2)
symbolic reasoning
(1)
graph generation
(1)
hierarchical planning
(1)
few-shot learning
(1)
entity disambiguation
(1)
Papers
WebInject: Prompt Injection Attack to Web Agents
EMNLP 2025
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
NAACL 2025
Beyond Browsing: API-Based Web Agents
ACL 2025
Aligned LLMs Are Not Aligned Browser Agents
ICLR 2025
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
NIPS 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
NIPS 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
ACL 2024
WebArena: A Realistic Web Environment for Building Autonomous Agents
ICLR 2024
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
EACL 2023
DocPrompting: Generating Code by Retrieving the Docs
ICLR 2023
PAL: Program-aided Language Models
ICML 2023
Causal Reasoning of Entities and Events in Procedural Texts
EACL 2023
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code
EMNLP 2023
Execution-Based Evaluation for Open-Domain Code Generation
EMNLP 2023
Hierarchical Prompting Assists Large Language Model on Web Navigation
EMNLP 2023
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data
ACL 2022
Language Models of Code are Few-Shot Commonsense Learners
EMNLP 2022
Hierarchical Control of Situated Agents through Natural Language
NAACL 2022
Soft Gazetteers for Low-Resource Named Entity Recognition
ACL 2020
Towards Zero-resource Cross-lingual Entity Linking
EMNLP 2019
Improving Robustness of Neural Machine Translation with Multi-task Learning
ACL 2019
Aggregated Semantic Matching for Short Text Entity Linking
CONLL 2018