Antonios Anastasopoulos

research

∙ 06/07/2023

Zambezi Voice: A Multilingual Speech Corpus for Zambian Languages

This work introduces Zambezi Voice, an open-source multilingual speech r...

0 Claytone Sikasote, et al. ∙

research

∙ 05/26/2023

CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation

Neural machine translation (NMT) systems exhibit limited robustness in h...

0 Md Mahfuz ibn Alam, et al. ∙

research

∙ 05/26/2023

BIG-C: a Multimodal Multi-Purpose Dataset for Bemba

We present BIG-C (Bemba Image Grounded Conversations), a large multimoda...

0 Claytone Sikasote, et al. ∙

research

∙ 05/25/2023

Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual Communities

The wide accessibility of social media has provided linguistically under...

0 Sina Ahmadi, et al. ∙

research

∙ 05/24/2023

GlobalBench: A Benchmark for Global Progress in Natural Language Processing

Despite the major advances in NLP, significant disparities in NLP system...

0 Yueqi Song, et al. ∙

research

∙ 05/23/2023

LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages

Knowing the language of an input text/audio is a necessary first step fo...

0 Milind Agarwal, et al. ∙

research

∙ 04/25/2023

GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters

This report describes GMU's sentiment analysis system for the SemEval-20...

0 Md Mahfuz ibn Alam, et al. ∙

research

∙ 04/03/2023

PALI: A Language Identification Benchmark for Perso-Arabic Scripts

The Perso-Arabic scripts are a family of scripts that are widely adopted...

0 Sina Ahmadi, et al. ∙

research

∙ 04/03/2023

Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki

One of the major challenges that under-represented and endangered langua...

0 Sina Ahmadi, et al. ∙

research

∙ 02/26/2023

User-Centric Evaluation of OCR Systems for Kwak'wala

There has been recent interest in improving optical character recognitio...

0 Shruti Rijhwani, et al. ∙

research

∙ 01/23/2023

Noisy Parallel Data Alignment

An ongoing challenge in current natural language processing is how its m...

0 Ruoyu Xie, et al. ∙

research

∙ 12/20/2022

Geographic and Geopolitical Biases of Language Models

Pretrained language models (PLMs) often fail to fairly represent target ...

0 Fahim Faisal, et al. ∙

research

∙ 06/10/2022

Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning

One of the challenges of language teaching is how to organize the rules ...

0 Aditi Chaudhary, et al. ∙

research

∙ 05/19/2022

Phylogeny-Inspired Adaptation of Multilingual Models to New Languages

Large pretrained multilingual models, trained on dozens of languages, ha...

0 Fahim Faisal, et al. ∙

research

∙ 05/19/2022

Educational Tools for Mapuzugun

Mapuzugun is the language of the Mapuche people. Due to political and hi...

0 Cristian Ahumada, et al. ∙

research

∙ 05/07/2022

UniMorph 4.0: Universal Morphology

The Universal Morphology (UniMorph) project is a collaborative effort pr...

2 Khuyagbaatar Batsuren, et al. ∙

research

∙ 03/25/2022

AUTOLEX: An Automatic Framework for Linguistic Exploration

Each language has its own complex systems of word, phrase, and sentence ...

0 Aditi Chaudhary, et al. ∙

research

∙ 03/24/2022

Revisiting the Effects of Leakage on Dependency Parsing

Recent work by Søgaard (2020) showed that, treebank size aside, overlap ...

0 Nathaniel Krasner, et al. ∙

research

∙ 12/07/2021

Dataset Geography: Mapping Language Data to Language Users

As language technologies become more ubiquitous, there are increasing ef...

0 Fahim Faisal, et al. ∙

research

∙ 11/04/2021

Lexically Aware Semi-Supervised Learning for OCR Post-Correction

Much of the existing linguistic data in many languages of the world is l...

0 Shruti Rijhwani, et al. ∙

research

∙ 10/13/2021

Systematic Inequalities in Language Technology Performance across the World's Languages

Natural language processing (NLP) systems have become a central technolo...

0 Damián Blasi, et al. ∙

research

∙ 09/24/2021

SD-QA: Spoken Dialectal Question Answering for the Real World

Question answering (QA) systems are now available through numerous comme...

0 Fahim Faisal, et al. ∙

research

∙ 09/24/2021

Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering

Human knowledge is collectively encoded in the roughly 6500 languages sp...

0 Fahim Faisal, et al. ∙

research

∙ 08/31/2021

Cross-Lingual Text Classification of Transliterated Hindi and Malayalam

Transliteration is very common on social media, but transliterated text ...

0 Jitin Krishnan, et al. ∙

research

∙ 06/22/2021

On the Evaluation of Machine Translation for Terminology Consistency

As neural machine translation (NMT) systems become an important part of ...

0 Md Mahfuz ibn Alam, et al. ∙

research

∙ 06/15/2021

Code to Comment Translation: A Comparative Study on Model Effectiveness Errors

Automated source code summarization is a popular software engineering re...

0 Junayed Mahmud, et al. ∙

research

∙ 05/28/2021

Towards More Equitable Question Answering Systems: How Much More Data Do You Need?

Question answering (QA) in English has been widely explored, but multili...

3 Arnab Debnath, et al. ∙

research

∙ 04/04/2021

Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties

Models pre-trained on multiple languages have shown significant promise ...

0 Kathleen Siminyu, et al. ∙

research

∙ 03/30/2021

Evaluating the Morphosyntactic Well-formedness of Generated Texts

Text generation systems are ubiquitous in natural language processing ap...

0 Adithya Pratapa, et al. ∙

research

∙ 03/13/2021

Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling

Predicting user intent and detecting the corresponding slots from text a...

0 Jitin Krishnan, et al. ∙

research

∙ 02/09/2021

BembaSpeech: A Speech Recognition Corpus for the Bemba Language

We present a preprocessed, ready-to-use automatic speech recognition cor...

0 Claytone Sikasote, et al. ∙

research

∙ 11/10/2020

OCR Post Correction for Endangered Language Texts

There is little to no data available to build natural language processin...

0 Shruti Rijhwani, et al. ∙

research

∙ 11/02/2020

Reducing Confusion in Active Learning for Part-Of-Speech Tagging

Active learning (AL) uses a data selection algorithm to select useful tr...

0 Aditi Chaudhary, et al. ∙

research

∙ 10/20/2020

Comparison of Interactive Knowledge Base Spelling Correction Models for Low-Resource Languages

Spelling normalization for low resource languages is a challenging task ...

0 Yiyuan Li, et al. ∙

research

∙ 10/13/2020

X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models

Language models (LMs) have proven surprisingly successful at capturing f...

0 Zhengbao Jiang, et al. ∙

research

∙ 10/12/2020

It's not a Non-Issue: Negation as a Source of Error in Machine Translation

As machine translation (MT) systems progress at a rapid pace, questions ...

0 Md Mosharaf Hossain, et al. ∙

research

∙ 10/02/2020

Automatic Extraction of Rules Governing Morphological Agreement

Creating a descriptive grammar of a language is an indispensable step fo...

0 Aditi Chaudhary, et al. ∙

research

∙ 07/03/2020

TICO-19: the Translation Initiative for Covid-19

The COVID-19 pandemic is the worst pandemic to strike the world in over ...

0 Antonios Anastasopoulos, et al. ∙

research

∙ 06/20/2020

SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection

A broad goal in natural language processing (NLP) is to develop a system...

0 Ekaterina Vylomova, et al. ∙

research

∙ 05/05/2020

It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information

The performance of neural machine translation systems is commonly evalua...

0 Emanuele Bugliarello, et al. ∙

research

∙ 05/02/2020

Predicting Performance for Natural Language Processing Tasks

Given the complexity of combinations of tasks, languages, and domains in...

0 Mengzhou Xia, et al. ∙

research

∙ 04/27/2020

A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization

Despite recent advances in natural language processing and other languag...

0 Graham Neubig, et al. ∙

research

∙ 04/24/2020

Practical Comparable Data Collection for Low-Resource Languages via Images

We propose a method of curating high-quality comparable training data fo...

0 Aman Madaan, et al. ∙

research

∙ 04/17/2020

AlloVera: A Multilingual Allophone Database

We introduce a new resource, AlloVera, which provides mappings from 218 ...

0 David R. Mortensen, et al. ∙

research

∙ 04/07/2020

Dynamic Data Selection and Weighting for Iterative Back-Translation

Back-translation has proven to be an effective method to utilize monolin...

0 Zi-Yi Dou, et al. ∙

research

∙ 04/05/2020

A Resource for Studying Chatino Verbal Morphology

We present the first resource focusing on the verbal inflectional morpho...

0 Hilaria Cruz, et al. ∙

research

∙ 02/26/2020

Universal Phone Recognition with a Multilingual Allophone System

Multilingual models can improve language processing, particularly for lo...

0 Xinjian Li, et al. ∙

research

∙ 01/10/2020

Towards Minimal Supervision BERT-based Grammar Error Correction

Current grammatical error correction (GEC) models typically consider the...

17 Yiyuan Li, et al. ∙

research

∙ 12/14/2019

Towards Robust Toxic Content Classification

Toxic content detection aims to identify content that can offend or harm...

0 Keita Kurita, et al. ∙

research

∙ 12/04/2019

A Resource for Computational Experiments on Mapudungun

We present a resource for computational experiments on Mapudungun, a pol...

0 Mingjun Duan, et al. ∙

Antonios Anastasopoulos

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