Enhancing Activity Prediction Models in Drug Discovery with the Ability
to Understand Human Language

Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language

6 March 2023

Sepp Hochreiter

Papers citing "Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language"

10 / 10 papers shown

Title
Entropy-Reinforced Planning with Large Language Models for Drug Discovery Xuefeng Liu Chih-chan Tien Peng Ding Songhao Jiang Rick L. Stevens 35 4 0 11 Jun 2024
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems Patrick Emami Zhaonan Li Saumya Sinha Truc Nguyen 40 1 0 30 May 2024
Context-enriched molecule representations improve few-shot drug discovery Johannes Schimunek Philipp Seidl Lukas Friedrich Daniel Kuhn F. Rippmann Sepp Hochreiter G. Klambauer 34 26 0 24 Apr 2023
Improving Molecular Pretraining with Complementary Featurizations Yanqiao Zhu Dingshuo Chen Yuanqi Du Yingze Wang Qiang Liu Shu Wu AI4CE 23 6 0 29 Sep 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst Elisabeth Rumetshofer Johannes Lehner Viet-Hung Tran Fei Tang ... David P. Kreil Michael K Kopp G. Klambauer Angela Bitto-Nemling Sepp Hochreiter VLM CLIP 168 101 0 21 Oct 2021
Relative Molecule Self-Attention Transformer Lukasz Maziarka Dawid Majchrowski Tomasz Danel Piotr Gaiñski Jacek Tabor Igor T. Podolak Pawel M. Morkisz Stanislaw Jastrzebski MedIm 24 33 0 12 Oct 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 104 71 0 26 Sep 2021
Multilingual Molecular Representation Learning via Contrastive Pre-training Zhihui Guo P. Sharma Andy Martinez Liang Du Robin Abraham 27 29 0 18 Sep 2021
Few-Shot Graph Learning for Molecular Property Prediction Zhichun Guo Chuxu Zhang W. Yu John E. Herr Olaf Wiest Meng-Long Jiang Nitesh V. Chawla AI4CE 94 130 0 16 Feb 2021
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 152 1,748 0 02 Mar 2017