GIRT-Model: Automated Generation of Issue Report Templates

1 code implementation • 4 Feb 2024 • Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori

We create GIRT-Instruct, a dataset comprising pairs of instructions and IRTs, with the IRTs sourced from GitHub repositories.

Language Modelling

GlotLID: Language Identification for Low-Resource Languages

3 code implementations • 24 Oct 2023 • Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze

Several recent papers have published good solutions for language identification (LID) for about 300 high-resource and medium-resource languages.

Dialect Identification

GlotScript: A Resource and Tool for Low Resource Writing System Identification

1 code implementation • 23 Sep 2023 • Amir Hossein Kargaran, François Yvon, Hinrich Schütze

We present GlotScript, an open resource and tool for low resource writing system identification.

Language Modelling

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages

1 code implementation • 20 May 2023 • Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze

The NLP community has mainly focused on scaling Large Language Models (LLMs) vertically, i. e., making them better for about 100 languages.

XLM-R

MenuCraft: Interactive Menu System Design with Large Language Models

1 code implementation • 8 Mar 2023 • Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze

Menu system design is a challenging task involving many design options and various human factors.

Few-Shot Learning

Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging

2 code implementations • Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing 2022 • Sajad Mirzababaei, Amir Hossein Kargaran, Hinrich Schütze, Ehsaneddin Asgari

We create Hengam in the following concrete steps: (1) we develop HengamTagger, an extensible rule-based tool that can extract temporal expressions from a set of diverse language-specific patterns for any language of interest.

Information Retrieval Named Entity Recognition (NER) +5

Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph

1 code implementation • 29 Apr 2020 • Amir Hossein Kargaran, Mohammad Sadegh Akhondzadeh, Mohammad Reza Heidarpour, Mohammad Hossein Manshaei, Kave Salamatian, Masoud Nejad Sattary

In this work, we seek to simplify the update of these filter lists by combining different websites through a large-scale graph connecting all resource requests made over a large set of sites.

Blocking Graph Representation Learning +1

Analytical Derivation and Comparison of Alarm Similarity Measures

1 code implementation • 24 Mar 2020 • Amir Hossein Kargaran, Amir Neshastegaran, Iman Izadi, Ehsan Yazdian

Since most of the alarms in a process plant are defined on process variables, alarms are also correlated.