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[EMNLP 2024] HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs

FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models

[ICML 2024] TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting

Multimodal Instruction Tuning for Llama 3

[ICLR 2024] Unsupervised Pretraining for Fact Verification by Language Model Distillation

SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation

[ICLR 2024] Language Model Knowledge Distillation for Efficient Question Answering in Spanish

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

InterMine Data Browser: a tool for exploring semi-homogeneous biological datasets

Genome-wide investigation of gene-cancer associations for the prediction of novel therapeutic targets in oncology

[Nature Scientific Reports] Translating synthetic natural language to database queries: a polyglot deep learning framework

Visualizer for DepMap mRNA expression data per lineage for BlueGenes

A prototype tool/script for automatically creating Java converter code for the InterMine software from a given configuration file

Visualizer for DepMap Copy Number Variation data per lineage for BlueGenes