Karan Goel
14 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Machine Learning
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Optimization & Theory Β· Machine Learning
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(4)
Natural Language Processing
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Keywords
state space model
(5)
sequence modeling
(3)
long-range dependency
(2)
time series
(2)
sequence model
(2)
data augmentation
(1)
video classification
(1)
sample efficiency
(1)
model evaluation
(1)
question answering
(1)
autoregressive generation
(1)
language modeling
(1)
text summarization
(1)
model analysis
(1)
model robustness
(1)
policy search
(1)
vector quantization
(1)
information extraction
(1)
time series forecasting
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weak supervision
(1)
Papers
Towards Codec-LM Co-design for Neural Codec Language Models
NAACL 2025
Effectively Modeling Time Series with Simple Discrete State Spaces
ICLR 2023
Efficiently Modeling Long Sequences with Structured State Spaces
ICLR 2022
Itβs Raw! Audio Generation with State-Space Models
ICML 2022
On the Parameterization and Initialization of Diagonal State Space Models
NeurIPS 2022
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces
NeurIPS 2022
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers
NeurIPS 2021
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems
NAACL 2021
Mandoline: Model Evaluation under Distribution Shift
ICML 2021
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
ICLR 2021
Robustness Gym: Unifying the NLP Evaluation Landscape
NAACL 2021
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization
ACL 2021
Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure
ICLR 2019
Sample Efficient Policy Search for Optimal Stopping Domains
IJCAI 2017