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09/20/2023
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish
Grammatical Error Detection and Correction (GEC) tools have proven usefu...
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09/13/2023
Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish
Understanding procedural natural language (e.g., step-by-step instructio...
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07/27/2023
Metric-Based In-context Learning: A Case Study in Text Simplification
In-context learning (ICL) for large language models has proven to be a p...
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04/25/2023
Lessons Learned from a Citizen Science Project for Natural Language Processing
Many Natural Language Processing (NLP) systems use annotated corpora for...
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11/03/2022
Exploring the State-of-the-Art Language Modeling Methods and Data Augmentation Techniques for Multilingual Clause-Level Morphology
This paper describes the KUIS-AI NLP team's submission for the 1^st Shar...
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03/25/2022
UKP-SQUARE: An Online Platform for Question Answering Research
Recent advances in NLP and information retrieval have given rise to a di...
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12/03/2021
MetaQA: Combining Expert Agents for Multi-Skill Question Answering
The recent explosion of question answering (QA) datasets and models has ...
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11/29/2021
On the rate of convergence of a classifier based on a Transformer encoder
Pattern recognition based on a high-dimensional predictor is considered....
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11/18/2021
To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP
Data-hungry deep neural networks have established themselves as the stan...
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04/27/2020
PuzzLing Machines: A Challenge on Learning From Small Data
Deep neural models have repeatedly proved excellent at memorizing surfac...
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12/11/2019
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology
Most problems in natural language processing can be approximated as inve...
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07/26/2019
LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations
We present LINSPECTOR WEB, an open source multilingual inspector to anal...
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03/27/2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
Visual modifications to text are often used to obfuscate offensive comme...
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03/22/2019
Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
Neural NLP systems achieve high scores in the presence of sizable traini...
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03/22/2019
LINSPECTOR: Multilingual Probing Tasks for Word Representations
Despite an ever growing number of word representation models introduced ...
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05/30/2018