Computational Chemistry

MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition

Chen et al.'s dual-stream encoder approach for robust molecular structure recognition from diverse real-world images …...

Computational Chemistry

MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild

Fang et al.'s method for converting molecular structure images from scientific documents into machine-readable formats …...

Computational Chemistry

Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling

Lu et al. introduce SpaceFormer, a Transformer that models entire 3D molecular space—not just atoms—for superior …...

Time Series Forecasting

Deconstructing Neural Networks for Time Series Forecasting

Ablation study of neural network components for forecasting, finding gating and attention improve RNNs while recurrence …...

Natural Language Processing
Word vector illustration showing text classification and NLP concepts

Sarcasm Detection with Transformers: A Cautionary Tale

Learn how dataset bias can lead to misleading results in NLP: a sarcasm detection model that actually learned to …

Computational Chemistry

IMG2SMI: Translating Molecular Structure Images to SMILES

Campos & Ji's method for converting 2D molecular images to SMILES strings using Transformers and SELFIES representation....

Computational Social Science
Network visualization showing social media conversational analysis and text relationships

PyConversations: Social Media Conversational Analysis

Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …

Natural Language Processing

CoQA Dataset: Advancing Conversational Question Answering

Analysis of CoQA, a conversational QA dataset with multi-turn dialogue, coreference resolution, and natural answers for …