Ben Bogin
20 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (7) πΊοΈ Taxonomy Completionist (57)
πΊοΈ
Taxonomy Completionist
(57)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π€
Dynamic Duo
(10)
π§¬
Topic Evolution
π₯
Mega-Team
(41)
π
Trend Setter
ποΈ
Keyword Collector
(104)
π₯
Unstoppable
(8)
β
The Questioner
π
Century Club
(20)
Conferences
EMNLP (8)
ACL (6)
COLING (2)
IJCNLP (2)
ICML (1)
NAACL (1)
Top co-authors
Keywords
semantic parsing
(8)
zero-shot learning
(3)
large language model
(3)
graph neural network
(3)
text-to-sql parsing
(3)
compositional generalization
(3)
code generation
(2)
evaluation benchmark
(2)
in-context learning
(2)
partial query clause
(2)
sql query
(2)
message passing
(2)
natural language understanding
(2)
multimodal learning
(1)
visual question answering
(1)
model evaluation
(1)
domain generalization
(1)
benchmark evaluation
(1)
information extraction
(1)
network architecture
(1)
Papers
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
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code
COLING 2025
Leveraging Code to Improve In-Context Learning for Semantic Parsing
NAACL 2024
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
EMNLP 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories
EMNLP 2024
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
ACL 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
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data
ACL 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data
IJCNLP 2021
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images
EMNLP 2021
MedICaT: A Dataset of Medical Images, Captions, and Textual References
EMNLP 2020
Obtaining Faithful Interpretations from Compositional Neural Networks
ACL 2020
Evaluating Modelsβ Local Decision Boundaries via Contrast Sets
EMNLP 2020
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing
ACL 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing
IJCNLP 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing
EMNLP 2019
Towards an argumentative content search engine using weak supervision
COLING 2018