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@lysander07@sigmoid.social
2025-05-28 05:10:40

Last week, we continued our #ISE2025 lecture on distributional semantics with the introduction of neural language models (NLMs) and compared them to traditional statistical n-gram models.
Benefits of NLMs:
- Capturing Long-Range Dependencies
- Computational and Statistical Tractability
- Improved Generalisation
- Higher Accuracy
@…

The image illustrates the architecture of a Neural Language Model, specifically focusing on Word Vectors II - Neural Language Models. It is part of a presentation on Natural Language Processing, created by the Karlsruhe Institute of Technology (KIT) and FIZ Karlsruhe, as indicated by their logos in the top right corner.

The diagram shows a neural network processing an input word embedding, represented by the phrase "to be or not to." The input is transformed into a d-sized vector representatio…
@peterhoneyman@a2mi.social
2025-07-27 17:53:11

Last week, I finished a book that I really liked but the one I followed up with was a letdown so I reckoned I would finally read Elana Ferrante’s “My Brilliant Friend,” which everyone says is so great and it’s on my shelf anyway, bu then I found this old edition of GB Shaw plays and I’m reading that instead, Pygmalion first. It’s very funny — I laughed out loud in Act V. Also — spoiler alert! — it has a better ending than the 1964 film (which I love anyway!).

This photo shows the cover of a vintage hardcover book titled “Four Plays by Bernard Shaw.” The cover is a textured reddish-brown cloth with a black rectangular label centered near the top. The title and author’s name are stamped in gold lettering on the label:

FOUR  
PLAYS BY  
BERNARD  
SHAW

A gold-inked rectangular border surrounds the black label, and at the bottom right of the border is a small, stylized design that resembles a publisher’s colophon. The cover shows some wear, indicating …
Title page: 

FOUR PLAYS BY

BERNARD SHAW

CANDIDA
CAESAR AND CLEOPATRA
PYGMALION
HEARTBREAK HOUSE

INTRODUCTION BY
LOUIS KRONENBERGER

THE MODERN LIBRARY • NEW YORK
Copyright page:

CANDIDA: Copyright, 1898, by George Bernard Shaw
Renewal Copyright, 1926, by George Bernard Shaw

CESAR AND CLEOPATRA: Copyright, 1900, by Herbert S. Stone & Co.
Renewal Copyright, 1928, by George Bernard Shaw

PYGMALION: Copyright, 1913, by George Bernard Shaw
Renewal Copyright, 1941, by George Bernard Shaw

HEARTBREAK HOUSE: Copyright, 1919, by George Bernard Shaw
Renewal Copyright, 1947, by George Bernard Shaw

Copyright, 1953, by Random House, Inc.

All rights fully protect…