Eric Zelikman
9 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(20)
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Hot Topic Early Bird
Conferences
NIPS (4)
ICLR (3)
EMNLP (2)
Top co-authors
Research topics
Keywords
large language model
(2)
language model
(2)
self-supervised learning
(1)
question answering
(1)
chain-of-thought reasoning
(1)
text generation
(1)
program synthesis
(1)
constitutional alignment
(1)
language model alignment
(1)
mutual information
(1)
hierarchical decomposition
(1)
preference modeling
(1)
language modeling
(1)
algorithmic reasoning
(1)
in-context learning
(1)
iterative finetuning
(1)
test generation
(1)
dialogue system
(1)
educational assessment
(1)
preference 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
NIPS 2024
Parselπ: Algorithmic Reasoning with Language Models by Composing Decompositions
NIPS 2023
Lexinvariant Language Models
NIPS 2023
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency
EMNLP 2023
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics
EMNLP 2022
STaR: Bootstrapping Reasoning With Reasoning
NIPS 2022
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
ICLR 2021