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Papers

Showing 376400 of 464 papers

TitleStatusHype
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding0
Probabilistic Dimensionality Reduction via Structure Learning0
PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical Knowledge0
Quantifying the Benefit of Artificial Intelligence for Scientific Research0
Quantitative causality, causality-guided scientific discovery, and causal machine learning0
Reasoning with Natural Language Explanations0
LGEM^+: a first-order logic framework for automated improvement of metabolic network models through abductionCode0
Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures?Code0
Learning to discover: expressive Gaussian mixture models for multi-dimensional simulation and parameter inference in the physical sciencesCode0
Physics-tailored machine learning reveals unexpected physics in dusty plasmasCode0
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base ConstructionCode0
Smoke and Mirrors in Causal Downstream TasksCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
μ-Bench: A Vision-Language Benchmark for Microscopy UnderstandingCode0
Unsupervised Discovery of Formulas for Mathematical ConstantsCode0
Interpretable models for extrapolation in scientific machine learningCode0
InterFeat: An Automated Pipeline for Finding Interesting Hypotheses in Structured Biomedical DataCode0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Detecting Localized Density Anomalies in Multivariate Data via Coin-Flip StatisticsCode0
Integrating Chemistry Knowledge in Large Language Models via Prompt EngineeringCode0
IdeaBench: Benchmarking Large Language Models for Research Idea GenerationCode0
MolXPT: Wrapping Molecules with Text for Generative Pre-trainingCode0
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental FeedbackCode0
Hypothesizing Missing Causal Variables with LLMsCode0
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