Jeffrey Bigham
14 papers · 2006–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (6) π Academic Marathon (18) πΊοΈ Taxonomy Completionist (27)
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Hot Topic Early Bird
π
Conference Polyglot
(6)
π
Academic Marathon
(18)
π±
Topic Pioneer
β‘
Prolific Year
(6)
π
Century Club
(14)
π
Trend Setter
β
The Questioner
Conferences
ACL (4)
EMNLP (3)
NAACL (3)
IJCNLP (2)
COLING (1)
ECCV (1)
Top co-authors
Keywords
abstractive summarization
(3)
text summarization
(3)
language model
(3)
extractive summarization
(3)
transfer learning
(2)
clinical summarization
(2)
dialogue system
(2)
data augmentation
(1)
knowledge transfer
(1)
few-shot learning
(1)
information retrieval
(1)
commonsense knowledge
(1)
code generation
(1)
task generalization
(1)
response generation
(1)
text classification
(1)
medical nlp
(1)
instruction tuning
(1)
synthetic datum
(1)
cross-domain analysis
(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
USB: A Unified Summarization Benchmark Across Tasks and Domains
EMNLP 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora
ACL 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
Does Pretraining for Summarization Require Knowledge Transfer?
EMNLP 2021
Controlling Dialogue Generation with Semantic Exemplars
NAACL 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
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques
IJCNLP 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation
IJCNLP 2021
Names and Similarities on the Web: Fact Extraction in the Fast Lane
ACL 2006
Names and Similarities on the Web: Fact Extraction in the Fast Lane
COLING 2006