Jeffrey Bigham
11 papers · 2006–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (24)
π±
Topic Pioneer
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Trend Setter
π
Century Club Β· Bronze
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Research topics
Natural Language Processing
(8)
Generation
(8)
Deep Learning
(5)
Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Resources & Methods
(2)
Techniques
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Applications
(1)
Clinical
(1)
Core AI
(1)
Keywords
language model
(3)
dialogue system
(2)
extractive summarization
(2)
text summarization
(2)
abstractive summarization
(2)
transfer learning
(2)
data augmentation
(1)
knowledge transfer
(1)
few-shot learning
(1)
commonsense knowledge
(1)
information retrieval
(1)
response generation
(1)
code generation
(1)
task generalization
(1)
text classification
(1)
medical nlp
(1)
instruction tuning
(1)
cross-domain analysis
(1)
synthetic data
(1)
dialogue generation
(1)
Papers
DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation
ECCV 2024
UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback
NAACL 2024
Downstream Datasets Make Surprisingly Good Pretraining Corpora
ACL 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains
EMNLP 2023
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
EMNLP 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
NAACL 2022
Controlling Dialogue Generation with Semantic Exemplars
NAACL 2021
Does Pretraining for Summarization Require Knowledge Transfer?
EMNLP 2021
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques
ACL 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation
ACL 2021
Names and Similarities on the Web: Fact Extraction in the Fast Lane
ACL 2006