Kelvin Guu
15 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Trendsetter Combo
(4)
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Topic Evolution
π§
Keyword Pioneer
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Renaissance Researcher
(5)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(69)
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Natural Language Processing
(11)
Machine Learning
(8)
Artificial Intelligence
(7)
Applications
(7)
Learning Types Β· Machine Learning
(7)
Core AI
(6)
Deep Learning
(5)
Learning Types Β· Deep Learning
(5)
Generation
(4)
Learning Paradigms
(3)
Resources & Methods
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Models
(2)
Keywords
language model
(3)
few-shot learning
(2)
large language model
(2)
retrieval-augmented generation
(2)
reinforcement learning
(2)
information retrieval
(2)
retrieval augmentation
(2)
semantic parsing
(2)
code generation
(1)
language modeling
(1)
domain adaptation
(1)
factual knowledge
(1)
instruction tuning
(1)
visual reasoning
(1)
sample efficiency
(1)
model interpretability
(1)
dense retrieval
(1)
text generation
(1)
language grounding
(1)
program synthesis
(1)
Papers
LOFT: Scalable and More Realistic Long-Context Evaluation
NAACL 2025
Promptagator: Few-shot Dense Retrieval From 8 Examples
ICLR 2023
RARR: Researching and Revising What Language Models Say, Using Language Models
ACL 2023
Dialog Inpainting: Turning Documents into Dialogs
ICML 2022
Finetuned Language Models are Zero-Shot Learners
ICLR 2022
Meta-Learning Fast Weight Language Models
EMNLP 2022
Towards Tracing Knowledge in Language Models Back to the Training Data
EMNLP 2022
Controllable Semantic Parsing via Retrieval Augmentation
EMNLP 2021
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models
ACL 2020
Retrieval Augmented Language Model Pre-Training
ICML 2020
A Retrieve-and-Edit Framework for Predicting Structured Outputs
NeurIPS 2018
Mapping natural language commands to web elements
EMNLP 2018
Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration
ICLR 2018
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
ACL 2017
Traversing Knowledge Graphs in Vector Space
EMNLP 2015