Standard automatic metrics, e.g. BLEU, are not reliable for document-level MT evaluation. They can neither distinguish document-level improvements in translation quality from sentence-level ones, nor identify the discourse phenomena that cause contex...
Dec 19, 2025 · This year's contenders include everything from a World Cup winning DH machine to a fast and friendly trail bike.
Federated learning (FL) is a privacy-friendly type of machine learning where devices locally train a model on their private data and typically communicate model updates with a server. In decentralized FL (DFL), peers communicate model updates with ea...
Machine learning techniques for road networks hold the potential to facilitate many important transportation applications. Graph Convolutional Networks (GCNs) are neural networks that are capable of leveraging the structure of a road network by utili...
Materials for the Conclusion & AMIS Machine Learning Guild - MeetUp on Data Analytics and Time Series (⭐ 3)
This paper reports about our work in the NLP Tool Contest @ICON-2017, shared task on Sentiment Analysis for Indian Languages (SAIL) (code mixed). To implement our system, we have used a machine learning algo-rithm called Multinomial Naïve Bayes trai...
This report presents solutions to three machine learning challenges developed as part of the Rayan AI Contest: compositional image retrieval, zero-shot anomaly detection, and backdoored model detection. In compositional image retrieval, we developed...
Serial Femtosecond Crystallography at the X-ray Free Electron Laser (XFEL) sources enabled the imaging of the catalytic intermediates of the oxygen evolution reaction of Photosystem II. However, due to the incoherent transition of the S-states, the r...
The latest advancements in machine learning, specifically in foundation models, are revolutionizing the frontiers of existing software engineering (SE) processes. This is a bi-directional phenomona, where 1) software systems are now challenged to pro...
It is difficult to decide upon the efficacy of an online sale simply from the discount offered on commodities. Different features have different influence on the price of a product which must be taken into consideration when determining the significa...
hi! i've been looking at the nespresso vertuo pop machine for weeks now and im really tempted to buy it but the mixed opinions in the reviews are stopping me. Is it really worth it? does it really sto...
I've been using the Nespresso Vertuo machine for the past four months, and I'm honestly finding it harder and harder to justify the cost. A friend of mine recently bought the Nespresso Original (class...
Hi everyone! Here are a few answers to the questions I got asked most as an employee, plus some other things you may find interesting: - PLEASE descale your machine every few months even if the light...
Just got this machine free to review, curious what the general consensus is. ...
notes about machine learning (⭐ 3302)
Speak Now is the third studio album by the American singer-songwriter Taylor Swift. It was released on October 25, 2010, through Big Machine Records.
Diverse actions give rise to rich audio-visual signals in long videos. Recent works showcase that the two modalities of audio and video exhibit different temporal extents of events and distinct labels. We address the interplay between the two modalit...
The process industry implements many techniques with certain parameters in its operations to control the working of several actuators on field. Amongst these actuators, DC motor is a very common machine. The angular position of DC motor can be contro...
Federated Learning (FL) has emerged as a promising paradigm for enabling collaborative machine learning while preserving data privacy, making it particularly suitable for Internet of Things (IoT) environments. However, resource-constrained IoT device...
Code for Zeller et al. machine learning prediction of antigenic drift in swine IAV (⭐ 1)