Shuyan Zhou

22 papers · 2018–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (44) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) 🌍 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

Graham Neubig (16) Frank F. Xu (6) Uri Alon (5) Robert Lo (4) Aman Madaan (3) Abishek Sridhar (3) Daniel Fried (3) Tianyue Ou (3) Yiming Yang (2) Zhiruo Wang (2)

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