Frank F. Xu
18 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (12)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(7)
🌈
Renaissance Researcher
(7)
👥
Mega-Team
(24)
🤝
Dynamic Duo
(13)
🏆
Keyword Champion
(2)
📈
Trend Setter
💎
Century Club
(18)
❓
The Questioner
(2)
🗃️
Keyword Collector
(75)
🔥
Unstoppable
(8)
Conferences
ACL (5)
ICLR (5)
EMNLP (3)
NAACL (2)
EACL (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
code generation
(3)
natural language to code
(2)
retrieval-augmented generation
(2)
web agent
(2)
benchmark evaluation
(2)
task automation
(2)
video captioning
(1)
named entity recognition
(1)
sequence labeling
(1)
relation extraction
(1)
commonsense knowledge
(1)
data augmentation
(1)
video understanding
(1)
imitation learning
(1)
synthetic data generation
(1)
sequence tagging
(1)
machine translation
(1)
code retrieval
(1)
semantic role labeling
(1)
Papers
Beyond Browsing: API-Based Web Agents
ACL 2025
CodeRAG-Bench: Can Retrieval Augment Code Generation?
NAACL 2025
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
NAACL 2025
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
NIPS 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
Why do Nearest Neighbor Language Models Work?
ICML 2023
Capturing Structural Locality in Non-parametric Language Models
ICLR 2022
Learning Structural Edits via Incremental Tree Transformations
ICLR 2021
A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos
EMNLP 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
ACL 2020
Data-to-Text Generation with Style Imitation
EMNLP 2020
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging
ACL 2019
ExtRA: Extracting Prominent Review Aspects from Customer Feedback
EMNLP 2018
Automatic Extraction of Commonsense LocatedNear Knowledge
ACL 2018
Mining Cross-Cultural Differences and Similarities in Social Media
ACL 2018