Search Results

Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities

2 code implementations NAACL 2019

Scholars in inter-disciplinary fields like the Digital Humanities are increasingly interested in semantic annotation of specialized corpora.

Active Learning General Classification +3

A practical guide to Digital Micro-mirror Devices (DMDs) for wavefront shaping

1 code implementation29 Nov 2023

Digital micromirror devices have gained popularity in wavefront shaping, offering a high frame rate alternative to liquid crystal spatial light modulators.

Optics

Software Framework for Topic Modelling with Large Corpora

1 code implementation Workshop On New Challenges For NLP Frameworks 2010

Large corpora are ubiquitous in today’s world and memory quickly becomes the limiting factor in practical applications of the Vector Space Model (VSM).

Topic Models

Physics-based Deep Learning

4 code implementations11 Sep 2021

This digital book contains a practical and comprehensive introduction of everything related to deep learning in the context of physical simulations.

Physical Simulations reinforcement-learning +1

A PoW-less Bitcoin with Certified Byzantine Consensus

1 code implementation14 Jul 2022

Distributed Ledger Technologies (DLTs), when managed by a few trusted validators, require most but not all of the machinery available in public DLTs.

Distributed, Parallel, and Cluster Computing

Fast Number Parsing Without Fallback

1 code implementation13 Dec 2022

In recent work, Lemire (2021) presented a fast algorithm to convert number strings into binary floating-point numbers.

Data Structures and Algorithms

Deeper Clinical Document Understanding Using Relation Extraction

1 code implementation25 Dec 2021

The surging amount of biomedical literature & digital clinical records presents a growing need for text mining techniques that can not only identify but also semantically relate entities in unstructured data.

document understanding named-entity-recognition +3

BanditPAM: Almost Linear Time $k$-Medoids Clustering via Multi-Armed Bandits

2 code implementations11 Jun 2020

Current state-of-the-art $k$-medoids clustering algorithms, such as Partitioning Around Medoids (PAM), are iterative and are quadratic in the dataset size $n$ for each iteration, being prohibitively expensive for large datasets.

Clustering Multi-Armed Bandits

Zoom To Learn, Learn To Zoom

1 code implementation13 May 2019

We show how to obtain the ground-truth data with optically zoomed images and contribute a dataset, SR-RAW, for real-world computational zoom.

Super-Resolution

Flint for Safer Smart Contracts

2 code implementations13 Apr 2019

As smart contracts cannot be updated after deployment, it is imperative that the programming language supports the development of robust contracts.

Programming Languages Cryptography and Security