Frank F. Xu
18 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(13)
Artificial Intelligence
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(8)
Generation
(8)
Deep Learning
(6)
Machine Learning
(6)
Applications
(6)
Learning Types Β· Machine Learning
(5)
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(4)
Computer Science
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Keywords
code generation
(6)
large language model
(5)
web agent
(3)
retrieval-augmented generation
(3)
benchmark evaluation
(3)
imitation learning
(2)
natural language to code
(2)
task automation
(2)
autonomous agent
(2)
video captioning
(1)
text generation
(1)
named entity recognition
(1)
commonsense knowledge
(1)
information retrieval
(1)
sequence labeling
(1)
relation extraction
(1)
program synthesis
(1)
data augmentation
(1)
video understanding
(1)
machine translation
(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
NeurIPS 2024
WebArena: A Realistic Web Environment for Building Autonomous Agents
ICLR 2024
DocPrompting: Generating Code by Retrieving the Docs
ICLR 2023
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
EACL 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
Data-to-Text Generation with Style Imitation
EMNLP 2020
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
ACL 2020
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging
ACL 2019
Automatic Extraction of Commonsense LocatedNear Knowledge
ACL 2018
ExtRA: Extracting Prominent Review Aspects from Customer Feedback
EMNLP 2018
Mining Cross-Cultural Differences and Similarities in Social Media
ACL 2018