Howard Chen
12 papers · 2019–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Triple Crown
π₯
Mega-Team Β· Squad
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
β
The Questioner
ποΈ
Keyword Collector
(66)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(9)
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(6)
Applications
(5)
Learning Types
(4)
Generation
(3)
Learning Paradigms
(2)
Resources & Methods
(2)
Understanding
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
few-shot learning
(2)
large language model
(2)
visual reasoning
(2)
imitation learning
(2)
intent classification
(2)
language grounding
(2)
natural language
(2)
word sense disambiguation
(1)
natural language inference
(1)
reinforcement learning
(1)
knowledge distillation
(1)
in-context learning
(1)
decision making
(1)
question answering
(1)
adversarial robustness
(1)
visual navigation
(1)
text classification
(1)
multimodal learning
(1)
task-oriented dialogue
(1)
prompt engineering
(1)
Papers
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
NeurIPS 2024
COLLIE: Systematic Construction of Constrained Text Generation Tasks
ICLR 2024
Language Models as Science Tutors
ICML 2024
C-STS: Conditional Semantic Textual Similarity
EMNLP 2023
What In-Context Learning βLearnsβ In-Context: Disentangling Task Recognition and Task Learning
ACL 2023
Can Rationalization Improve Robustness?
NAACL 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
NeurIPS 2022
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
NAACL 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation
NAACL 2021
Autoregressive Knowledge Distillation through Imitation Learning
EMNLP 2020
Interactive Classification by Asking Informative Questions
ACL 2020
TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments
CVPR 2019