Search Results for author: Victor Makarenkov

Found 5 papers, 3 papers with code

Sensing Ambiguity in Henry James' "The Turn of the Screw"

1 code implementation21 Nov 2020 Victor Makarenkov, Yael Segalovitz

This work brings together computational text analysis and literary analysis to demonstrate the extent to which ambiguity in certain texts plays a key role in shaping meaning and thus requires analysis rather than elimination.

Philosophy Word Embeddings

Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet

no code implementations15 Sep 2020 Victor Makarenkov, Lior Rokach

One of the challenges in the NLP field is training large classification models, a task that is both difficult and tedious.

Classification General Classification +1

Implicit Dimension Identification in User-Generated Text with LSTM Networks

no code implementations26 Jan 2019 Victor Makarenkov, Ido Guy, Niva Hazon, Tamar Meisels, Bracha Shapira, Lior Rokach

In the process of online storytelling, individual users create and consume highly diverse content that contains a great deal of implicit beliefs and not plainly expressed narrative.

Community Question Answering

Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems

1 code implementation8 Jan 2019 Victor Makarenkov, Lior Rokach, Bracha Shapira

We use a bidirectional Recurrent Neural Network (RNN) with LSTM for learning the proper word choice based on a word's sentential context.

Grammatical Error Correction Machine Translation +1

Language Models with Pre-Trained (GloVe) Word Embeddings

1 code implementation12 Oct 2016 Victor Makarenkov, Bracha Shapira, Lior Rokach

In this work we implement a training of a Language Model (LM), using Recurrent Neural Network (RNN) and GloVe word embeddings, introduced by Pennigton et al. in [1].

Language Modelling Word Embeddings

Cannot find the paper you are looking for? You can Submit a new open access paper.