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Tom Hosking

I'm a PhD student in NLP at Edinburgh supervised by Mirella Lapata, working on discrete latent variable models for language generation.

Projects

HIRO: Hierarchical Indexing for Retrieval-Augmented Opinion Summarization - Tom Hosking, Hao Tang & Mirella Lapata

Human Feedback is not Gold Standard - Tom Hosking, Phil Blunsom & Max Bartolo (ICLR 2024)

Hercules - Code for the paper "Attributable and Scalable Opinion Summarization", Tom Hosking, Hao Tang & Mirella Lapata (ACL 2023)

HRQ-VAE - Code for the paper "Hierarchical Sketch Induction for Paraphrase Generation", Tom Hosking, Hao Tang & Mirella Lapata (ACL 2022)

Separator - Code for the paper "Factorising Meaning and Form for Intent-Preserving Paraphrasing", Tom Hosking & Mirella Lapata (ACL 2021)

TorchSeq - a sequence modelling framework, built in PyTorch

McKenzie - a Slurm scheduler job monitor

My neural question generation model implementation

Tom Hosking's Projects

azurite icon azurite

A lightweight server clone of Azure Storage that simulates most of the commands supported by it with minimal dependencies

cluster-scripts icon cluster-scripts

A collection of useful scripts, templates, and examples for clusters using SLURM https://slurm.schedmd.com/

coop icon coop

☘️ Code for Convex Aggregation for Opinion Summarization (Iso et al; Findings of EMNLP 2021)

exconsumm icon exconsumm

Extractive and Compressive Neural Summarization Based on Summary State Representations (NAACL 2019)

gpumon icon gpumon

Web service to monitor a GPU status

hercules icon hercules

Hercules: Attributable and Scalable Opinion Summarization (ACL 2023)

hrq-vae icon hrq-vae

Hierarchical Sketch Induction for Paraphrase Generation (Hosking et al., ACL 2022)

lmaas-gpt icon lmaas-gpt

Language Model as a service (GPT-2 edition)

mackup icon mackup

Keep your application settings in sync (OS X/Linux)

markovtrump icon markovtrump

A Markov tweet generator in Rust, trained on the Donald

mckenzie icon mckenzie

A lightweight job tracker for Slurm scheduler

morphium icon morphium

Morphium - a pain medication helper in React Native

msq icon msq

Multi Sentence Questions

opencv icon opencv

Open Source Computer Vision Library

pkg-example icon pkg-example

An example python package as a starter for good research code.

separator icon separator

Code for the paper "Factorising Meaning and Form for Intent-Preserving Paraphrasing", Tom Hosking & Mirella Lapata (ACL 2021)

sow-reap-paraphrasing icon sow-reap-paraphrasing

Contains data/code for the paper "Neural Syntactic Preordering for Controlled Paraphrase Generation" (ACL 2020).

squad-du-split icon squad-du-split

The SQuAD train/dev/test split from Du et al. 2017 in the standard format

summac icon summac

Codebase, data and models for the SummaC paper in TACL

suttonbarto icon suttonbarto

Attempts at solutions to the problems in Sutton & Barto

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