Eric Zelikman
9 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (25) 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(58)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Machine Learning
(5)
Core Methods
(4)
Resources & Methods
(4)
Learning Paradigms
(3)
Computer Vision
(2)
Deep Learning
(2)
Generation · Computer Vision
(2)
Generation · Natural Language Processing
(2)
Learning Types
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Keywords
language model
(3)
large language model
(2)
program synthesis
(2)
optimal transport
(1)
in-context learning
(1)
question answering
(1)
self-supervised learning
(1)
text generation
(1)
language modeling
(1)
inductive reasoning
(1)
generative model
(1)
language model alignment
(1)
mutual information
(1)
hierarchical decomposition
(1)
preference modeling
(1)
chain-of-thought reasoning
(1)
disentangled representation
(1)
variational autoencoder
(1)
preference learning
(1)
few-shot learning
(1)
Papers
ContextRef: Evaluating Referenceless Metrics for Image Description Generation
ICLR 2024
Hypothesis Search: Inductive Reasoning with Language Models
ICLR 2024
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
NeurIPS 2024
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency
EMNLP 2023
Lexinvariant Language Models
NeurIPS 2023
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions
NeurIPS 2023
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics
EMNLP 2022
STaR: Bootstrapping Reasoning With Reasoning
NeurIPS 2022
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
ICLR 2021