Kejian Shi
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Learning Types · Machine Learning
(5)
Generation · Natural Language Processing
(4)
Deep Learning
(3)
Applications
(3)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Generation · Computer Vision
(1)
Keywords
large language model
(3)
information extraction
(2)
text summarization
(2)
instruction following
(2)
document-level extraction
(1)
question answering
(1)
model evaluation
(1)
text generation
(1)
medical text
(1)
text simplification
(1)
reinforcement learning from human feedback
(1)
language model
(1)
supervised fine-tuning
(1)
evaluation benchmark
(1)
human preference alignment
(1)
human preference
(1)
beam search
(1)
event extraction
(1)
error analysis
(1)
language model pretraining
(1)
Papers
ReIFE: Re-evaluating Instruction-Following Evaluation
NAACL 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
EMNLP 2025
On Learning to Summarize with Large Language Models as References
NAACL 2024
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding
EMNLP 2023
Pretraining Language Models with Human Preferences
ICML 2023
Automatic Error Analysis for Document-level Information Extraction
ACL 2022