conftrace_

scientific discovery

44 papers

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Co-occurring keywords

large language model (13587) hypothesis generation (44) benchmark evaluation (1556) knowledge graph (1837) scientific reasoning (35) neural network (6616) symbolic regression (54) multi-modal learning (1278) multimodal learning (4645) agent system (324)

Papers

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ACL 2025
Smoke and Mirrors in Causal Downstream Tasks NIPS 2024
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NIPS 2024
Expert-level protocol translation for self-driving labs NIPS 2024
BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NIPS 2024
End-to-End Phase Field Model Discovery Combining Experimentation, Crowdsourcing, Simulation and Learning AAAI 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024
SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024
Integrated Systems for Computational Scientific Discovery AAAI 2024
Unifying Molecular and Textual Representations via Multi-task Language Modelling ICML 2023
Explaining Data Patterns in Natural Language with Language Models EMNLP 2023
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Online Symbolic Regression with Informative Query AAAI 2023
Automated Symbolic Law Discovery: A Computer Vision Approach AAAI 2021
Using deep networks for scientific discovery in physiological signals MLHC 2020
Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018
Privacy-Preserving Belief Propagation and Sampling NIPS 2007