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Overview for the Second Shared Task on Language Identification in
  Code-Switched Data

Overview for the Second Shared Task on Language Identification in Code-Switched Data

28 September 2019
Giovanni Molina
F. Alghamdi
Mahmoud A. Ghoneim
A. Hawwari
Nicolas Rey-Villamizar
Mona T. Diab
Thamar Solorio
ArXiv (abs)PDFHTML

Papers citing "Overview for the Second Shared Task on Language Identification in Code-Switched Data"

50 / 60 papers shown
Modeling Topics and Sociolinguistic Variation in Code-Switched Discourse: Insights from Spanish-English and Spanish-Guaraní
Modeling Topics and Sociolinguistic Variation in Code-Switched Discourse: Insights from Spanish-English and Spanish-Guaraní
Nemika Tyagi
Nelvin Licona-Guevara
Olga Kellert
92
0
0
03 Dec 2025
Beyond Monolingual Assumptions: A Survey of Code-Switched NLP in the Era of Large Language Models across Modalities
Beyond Monolingual Assumptions: A Survey of Code-Switched NLP in the Era of Large Language Models across Modalities
Rajvee Sheth
Samridhi Raj Sinha
Mahavir Patil
Himanshu Beniwal
Mayank Singh
413
0
0
08 Oct 2025
CodeMixBench: Evaluating Code-Mixing Capabilities of LLMs Across 18 Languages
CodeMixBench: Evaluating Code-Mixing Capabilities of LLMs Across 18 Languages
Yilun Yang
Yekun Chai
182
0
0
24 Jul 2025
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing
Rajvee Sheth
Himanshu Beniwal
Mayank Singh
375
8
0
27 Mar 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair
Low-resource Machine Translation for Code-switched Kazakh-Russian Language PairNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Maksim Borisov
Zhanibek Kozhirbayev
Valentin Malykh
312
4
0
25 Mar 2025
Conditioning LLMs to Generate Code-Switched Text
Conditioning LLMs to Generate Code-Switched Text
Maite Heredia
Gorka Labaka
Jeremy Barnes
A. Soroa
288
2
0
18 Feb 2025
A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions
A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future DirectionsInternational Conference on Computational Linguistics (COLING), 2025
Injy Hamed
Caroline Sabty
Slim Abdennadher
Ngoc Thang Vu
Thamar Solorio
Nizar Habash
929
8
0
23 Jan 2025
MaskLID: Code-Switching Language Identification through Iterative
  Masking
MaskLID: Code-Switching Language Identification through Iterative Masking
Amir Hossein Kargaran
François Yvon
Hinrich Schütze
185
8
0
10 Jun 2024
Estimating the Level of Dialectness Predicts Interannotator Agreement in
  Multi-dialect Arabic Datasets
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets
Amr Keleg
Walid Magdy
Sharon Goldwater
333
6
0
18 May 2024
Code-Mixed Probes Show How Pre-Trained Models Generalise On
  Code-Switched Text
Code-Mixed Probes Show How Pre-Trained Models Generalise On Code-Switched TextInternational Conference on Language Resources and Evaluation (LREC), 2024
Frances Adriana Laureano De Leon
Harish Tayyar Madabushi
Mark Lee
277
8
0
07 Mar 2024
Code-Switched Language Identification is Harder Than You Think
Code-Switched Language Identification is Harder Than You Think
Laurie Burchell
Alexandra Birch
Robert P. Thompson
Kenneth Heafield
314
3
0
02 Feb 2024
ALDi: Quantifying the Arabic Level of Dialectness of Text
ALDi: Quantifying the Arabic Level of Dialectness of Text
Amr Keleg
Sharon Goldwater
Walid Magdy
266
30
0
20 Oct 2023
The Effect of Alignment Objectives on Code-Switching Translation
The Effect of Alignment Objectives on Code-Switching Translation
Mohamed Anwar
221
1
0
10 Sep 2023
Language Variety Identification with True Labels
Language Variety Identification with True LabelsInternational Conference on Language Resources and Evaluation (LREC), 2023
Marcos Zampieri
Kai North
T. Jauhiainen
Mariano Felice
N. Kumari
N. Nair
Y. Bangera
175
27
0
02 Mar 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic
  Survey on Trends and Challenges
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Genta Indra Winata
Alham Fikri Aji
Zheng-Xin Yong
Thamar Solorio
431
59
0
19 Dec 2022
Automatic Identification of Motivation for Code-Switching in Speech
  Transcripts
Automatic Identification of Motivation for Code-Switching in Speech Transcripts
Ritu Belani
Jeffrey Flanigan
263
0
0
30 Nov 2022
CST5: Data Augmentation for Code-Switched Semantic Parsing
CST5: Data Augmentation for Code-Switched Semantic ParsingTsinghua Interdisciplinary Workshop on Logic, Language and Meaning (TILLM), 2022
Anmol Agarwal
Jigar Gupta
Rahul Goel
Shyam Upadhyay
Pankaj Joshi
R. Aravamudhan
175
14
0
14 Nov 2022
Post-hoc analysis of Arabic transformer models
Post-hoc analysis of Arabic transformer modelsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022
Ahmed Abdelali
Nadir Durrani
Fahim Dalvi
Hassan Sajjad
181
1
0
18 Oct 2022
niksss at HinglishEval: Language-agnostic BERT-based Contextual
  Embeddings with Catboost for Quality Evaluation of the Low-Resource
  Synthetically Generated Code-Mixed Hinglish Text
niksss at HinglishEval: Language-agnostic BERT-based Contextual Embeddings with Catboost for Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text
Nikhil Singh
158
3
0
17 Jun 2022
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in
  Language Mixing
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in Language MixingInternational Conference on Language Resources and Evaluation (LREC), 2022
Elena Álvarez Mellado
Constantine Lignos
208
7
0
10 Jun 2022
Language Identification for Austronesian Languages
Language Identification for Austronesian LanguagesInternational Conference on Language Resources and Evaluation (LREC), 2022
Jonathan Dunn
Wikke Nijhof
165
6
0
09 Jun 2022
TuGeBiC: A Turkish German Bilingual Code-Switching Corpus
TuGeBiC: A Turkish German Bilingual Code-Switching Corpus
Jeanine Treffers-Daller and
Ozlem cCetinouglu
172
3
0
02 May 2022
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and
  Approaches to Modeling
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Elena Álvarez Mellado
Constantine Lignos
236
13
0
30 Mar 2022
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data
Shuguang Chen
Gustavo Aguilar
A. Srinivasan
Mona T. Diab
Thamar Solorio
241
18
0
19 Feb 2022
Interpreting Arabic Transformer Models
Ahmed Abdelali
Nadir Durrani
Fahim Dalvi
Hassan Sajjad
195
2
0
19 Jan 2022
Switch Point biased Self-Training: Re-purposing Pretrained Models for
  Code-Switching
Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-SwitchingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
P. Chopra
Sai Krishna Rallabandi
A. Black
Khyathi Chandu
242
9
0
01 Nov 2021
Overview of ADoBo 2021: Automatic Detection of Unassimilated Borrowings
  in the Spanish Press
Overview of ADoBo 2021: Automatic Detection of Unassimilated Borrowings in the Spanish Press
Elena Álvarez Mellado
Luis Espinosa Anke
Julio Gonzalo Arroyo
Constantine Lignos
Jordi Porta-Zamorano
136
7
0
29 Oct 2021
Quality Evaluation of the Low-Resource Synthetically Generated
  Code-Mixed Hinglish Text
Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text
Vivek Srivastava
M. Singh
207
14
0
04 Aug 2021
Can You Traducir This? Machine Translation for Code-Switched Input
Can You Traducir This? Machine Translation for Code-Switched Input
Jitao Xu
François Yvon
170
32
0
11 May 2021
Comparing Approaches to Dravidian Language Identification
Comparing Approaches to Dravidian Language IdentificationWorkshop on NLP for Similar Languages, Varieties and Dialects (VarDial), 2021
T. Jauhiainen
Tharindu Ranasinghe
Marcos Zampieri
VLM
252
17
0
09 Mar 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic
  Parsing
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic ParsingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Arash Einolghozati
Abhinav Arora
Lorena Sainz-Maza Lecanda
Anuj Kumar
Sonal Gupta
330
10
0
26 Jan 2021
Treebanking User-Generated Content: a UD Based Overview of Guidelines,
  Corpora and Unified Recommendations
Treebanking User-Generated Content: a UD Based Overview of Guidelines, Corpora and Unified Recommendations
M. Sanguinetti
Lauren Cassidy
C. Bosco
Ozlem cCetinouglu
A. T. Cignarella
Teresa Lynn
Ines Rehbein
Josef Ruppenhofer
Djamé Seddah
Amir Zeldes
238
36
0
03 Nov 2020
Char2Subword: Extending the Subword Embedding Space Using Robust
  Character Compositionality
Char2Subword: Extending the Subword Embedding Space Using Robust Character CompositionalityConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Gustavo Aguilar
Bryan McCann
Tong Niu
Nazneen Rajani
N. Keskar
Thamar Solorio
428
16
0
24 Oct 2020
hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text
  Normalization
hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text NormalizationInternational Conference on Computational Linguistics (COLING), 2020
Piyush Makhija
Ankit Kumar
Anuj Gupta
219
10
0
18 Oct 2020
Word Level Language Identification in English Telugu Code Mixed Data
Word Level Language Identification in English Telugu Code Mixed DataPacific Asia Conference on Language, Information and Computation (PACLIC), 2020
Sunil Gundapu
R. Mamidi
113
36
0
09 Oct 2020
Automatic Arabic Dialect Identification Systems for Written Texts: A
  Survey
Automatic Arabic Dialect Identification Systems for Written Texts: A Survey
M. Althobaiti
232
38
0
26 Sep 2020
WESSA at SemEval-2020 Task 9: Code-Mixed Sentiment Analysis using
  Transformers
WESSA at SemEval-2020 Task 9: Code-Mixed Sentiment Analysis using TransformersInternational Workshop on Semantic Evaluation (SemEval), 2020
Ahmed A. Sultan
Mahmoud Salim
Amina Gaber
Islam El Hosary
196
13
0
21 Sep 2020
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed TweetsInternational Workshop on Semantic Evaluation (SemEval), 2020
Parth Patwa
Gustavo Aguilar
Sudipta Kar
S. Pandey
Srinivas Pykl
Björn Gambäck
Tanmoy Chakraborty
Thamar Solorio
A. Das
VLM
243
196
0
10 Aug 2020
FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings
FiSSA at SemEval-2020 Task 9: Fine-tuned For FeelingsInternational Workshop on Semantic Evaluation (SemEval), 2020
Bertelt Braaksma
R. Scholtens
Stan van Suijlekom
Remy Wang
Ahmet Üstün
282
3
0
24 Jul 2020
Lexical Normalization for Code-switched Data and its Effect on
  POS-tagging
Lexical Normalization for Code-switched Data and its Effect on POS-taggingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Rob van der Goot
Özlem Çetinoğlu
295
16
0
01 Jun 2020
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English
A Sentiment Analysis Dataset for Code-Mixed Malayalam-EnglishWorkshop on Spoken Language Technologies for Under-resourced Languages (SLTU), 2020
Bharathi Raja Chakravarthi
Navya Jose
Shardul Suryawanshi
E. Sherly
John P. Mccrae
303
237
0
30 May 2020
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation
Gustavo Aguilar
Sudipta Kar
Thamar Solorio
282
153
0
09 May 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP
GLUECoS : An Evaluation Benchmark for Code-Switched NLPAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Simran Khanuja
Sandipan Dandapat
A. Srinivasan
Sunayana Sitaram
Monojit Choudhury
ELM
326
186
0
26 Apr 2020
An Annotated Corpus of Emerging Anglicisms in Spanish Newspaper
  Headlines
An Annotated Corpus of Emerging Anglicisms in Spanish Newspaper Headlines
Elena Álvarez Mellado
204
17
0
06 Apr 2020
From English to Code-Switching: Transfer Learning with Strong
  Morphological Clues
From English to Code-Switching: Transfer Learning with Strong Morphological CluesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Gustavo Aguilar
Thamar Solorio
301
47
0
11 Sep 2019
Improved Sentiment Detection via Label Transfer from Monolingual to
  Synthetic Code-Switched Text
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Bidisha Samanta
Niloy Ganguly
Soumen Chakrabarti
197
18
0
13 Jun 2019
Named Entity Recognition on Code-Switched Data: Overview of the CALCS
  2018 Shared Task
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task
Gustavo Aguilar
F. Alghamdi
Víctor Soto
Mona T. Diab
Julia Hirschberg
Thamar Solorio
253
77
0
10 Jun 2019
Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code
  Switching Data
Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data
F. Alghamdi
Mona T. Diab
170
6
0
31 May 2019
Subword-Level Language Identification for Intra-Word Code-Switching
Subword-Level Language Identification for Intra-Word Code-Switching
Manuel Mager
Özlem Çetinoğlu
Katharina Kann
205
27
0
03 Apr 2019
Language Modeling for Code-Switching: Evaluation, Integration of
  Monolingual Data, and Discriminative Training
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training
Hila Gonen
Yoav Goldberg
305
34
0
28 Oct 2018
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