Jeevana Priya Inala
9 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
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Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Computer Science
(2)
Applications Β· Computer Science
(2)
Core Methods
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
code generation
(4)
programmatic policy
(2)
reinforcement learning
(2)
model evaluation
(1)
trajectory forecasting
(1)
likelihood sampling
(1)
fault detection
(1)
model predictive control
(1)
neural ranking
(1)
multimodal distribution
(1)
normalizing flow
(1)
language model
(1)
code explanation
(1)
long-horizon planning
(1)
program correctness
(1)
human evaluation
(1)
state machine
(1)
automatic evaluation
(1)
diverse sampling
(1)
program synthesis
(1)
Papers
Is Self-Repair a Silver Bullet for Code Generation?
ICLR 2024
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
ICLR 2023
CodeExp: Explanatory Code Document Generation
EMNLP 2022
Execution-based Evaluation for Data Science Code Generation Models
EMNLP 2022
Fault-Aware Neural Code Rankers
NeurIPS 2022
Likelihood-Based Diverse Sampling for Trajectory Forecasting
ICCV 2021
Program Synthesis Guided Reinforcement Learning for Partially Observed Environments
NeurIPS 2021
Neurosymbolic Transformers for Multi-Agent Communication
NeurIPS 2020
Synthesizing Programmatic Policies that Inductively Generalize
ICLR 2020