Stephen H. Bach
- Papers
- 17
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Authored papers
17K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction
arXiv 2025
TheMCPCompany: Creating General-purpose Agents with Task-specific Tools
arXiv 2025
Trove: A Flexible Toolkit for Dense Retrieval
arXiv 2025
Crosslingual Reasoning through Test-Time Scaling
arXiv 2025
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance
arXiv 2025
Revisiting Generalization Across Difficulty Levels: It's Not So Easy
arXiv 2025
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation
arXiv 2024
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages
arXiv 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
arXiv 2024
Preference Tuning For Toxicity Mitigation Generalizes Across Languages
arXiv 2024
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
enhancing-clip-with-clip-exploring
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification
arXiv 2023
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022 5
Learning to Compose Soft Prompts for Compositional Zero-Shot Learning
arXiv 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
arXiv 2022
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
arXiv 2021
Zero-Shot Learning with Common Sense Knowledge Graphs
arXiv 2020
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