Ben Bogin
18 papers · 2018–2025 · 5 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (52) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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The Questioner
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Machine Learning
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Learning Types · Machine Learning
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semantic parsing
(6)
large language model
(4)
compositional generalization
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code generation
(2)
text-to-sql parsing
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evaluation benchmark
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in-context learning
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graph neural network
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zero-shot learning
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visual question answering
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model evaluation
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domain generalization
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multimodal learning
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benchmark evaluation
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information extraction
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natural language understanding
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network architecture
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model behavior
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web corpus
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medical imaging
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Papers
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code
COLING 2025
DataDecide: How to Predict Best Pretraining Data with Small Experiments
ICML 2025
Fine-Tune on the Format: First Improving Multiple-Choice Evaluation for Intermediate LLM Checkpoints
ACL 2025
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
EMNLP 2024
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
ACL 2024
Leveraging Code to Improve In-Context Learning for Semantic Parsing
NAACL 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories
EMNLP 2024
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
EMNLP 2023
Diverse Demonstrations Improve In-context Compositional Generalization
ACL 2023
Unobserved Local Structures Make Compositional Generalization Hard
EMNLP 2022
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images
EMNLP 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data
ACL 2021
Evaluating Models’ Local Decision Boundaries via Contrast Sets
EMNLP 2020
MedICaT: A Dataset of Medical Images, Captions, and Textual References
EMNLP 2020
Obtaining Faithful Interpretations from Compositional Neural Networks
ACL 2020
Global Reasoning over Database Structures for Text-to-SQL Parsing
EMNLP 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
ACL 2019
Towards an argumentative content search engine using weak supervision
COLING 2018