1 code implementation • WMT (EMNLP) 2021 • Mateusz Krubiński, Erfan Ghadery, Marie-Francine Moens, Pavel Pecina
In this paper, we show that automatically-generated questions and answers can be used to evaluate the quality of Machine Translation (MT) systems.
no code implementations • WMT (EMNLP) 2021 • Mateusz Krubiński, Erfan Ghadery, Marie-Francine Moens, Pavel Pecina
In this paper, we describe our submission to the WMT 2021 Metrics Shared Task.
1 code implementation • 29 Dec 2021 • Farjad Malik, Simon Wouters, Ruben Cartuyvels, Erfan Ghadery, Marie-Francine Moens
As a result, they obtain good performance for a few majority classes but poor performance for many minority classes.
no code implementations • SEMEVAL 2021 • Erfan Ghadery, Damien Sileo, Marie-Francine Moens
We describe our approach for SemEval-2021 task 6 on detection of persuasion techniques in multimodal content (memes).
no code implementations • SEMEVAL 2020 • Erfan Ghadery, Marie-Francine Moens
We adapt and fine-tune the BERT and Multilingual Bert models made available by Google AI for English and non-English languages respectively.
no code implementations • ECIR 2019 • Erfan Ghadery, Sajad Movahedi, Masoud Jalili Sabet, Heshaam Faili, Azadeh Shakery
For a given sentence, our proposed method performs ACD based on two hypotheses: First, a category should be assigned to a sentence if there is a high semantic similarity between the sentence and a set of representative words of that category.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +6
no code implementations • 4 Jan 2019 • Sajad Movahedi, Erfan Ghadery, Heshaam Faili, Azadeh Shakery
In this paper, we propose a deep neural network method based on attention mechanism to identify different aspect categories of a given review sentence.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +2
2 code implementations • 8 Dec 2018 • Erfan Ghadery, Sajad Movahedi, Heshaam Faili, Azadeh Shakery
Besides, most of these supervised methods require feature engineering to perform well.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3