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Aya Dataset: An Open-Access Collection for Multilingual Instruction
  Tuning

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

9 February 2024
Shivalika Singh
Freddie Vargus
Daniel D'souza
Börje F. Karlsson
Abinaya Mahendiran
Wei-Yin Ko
Herumb Shandilya
Jay Patel
Deividas Mataciunas
Laura OMahony
Mike Zhang
Ramith Hettiarachchi
Joseph Wilson
Marina Machado
Luisa Souza Moura
Dominik Krzemiñski
Hakimeh Fadaei
Irem Ergun
Ifeoma Okoh
Aisha Alaagib
Oshan Mudannayake
Zaid Alyafeai
Minh Chien Vu
Sebastian Ruder
Surya Guthikonda
Emad A. Alghamdi
Sebastian Gehrmann
Niklas Muennighoff
Max Bartolo
Julia Kreutzer
Ahmet Üstün
Marzieh Fadaee
Sara Hooker
ArXivPDFHTML

Papers citing "Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning"

50 / 53 papers shown
Title
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance
Ram Mohan Rao Kadiyala
Siddartha Pullakhandam
Siddhant Gupta
Drishti Sharma
Jebish Purbey
Kanwal Mehreen
Muhammad Arham
Hamza Farooq
63
0
0
13 Apr 2025
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment
Jiangnan Li
Thuy-Trang Vu
Christian Herold
Amirhossein Tebbifakhr
Shahram Khadivi
Gholamreza Haffari
75
0
0
31 Mar 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
Iñigo Pikabea
Iñaki Lacunza
Oriol Pareras
Carlos Escolano
Aitor Gonzalez-Agirre
Javier Hernando
Marta Villegas
VLM
118
0
0
28 Mar 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought
Xin Huang
Tarun K. Vangani
Zhengyuan Liu
Bowei Zou
Ai Ti Aw
LRM
AI4CE
90
2
0
27 Jan 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
Vera Neplenbroek
Arianna Bisazza
Raquel Fernández
144
1
0
18 Dec 2024
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
Lucas Bandarkar
Benjamin Muller
Pritish Yuvraj
Rui Hou
Nayan Singhal
Hongjiang Lv
Bing-Quan Liu
KELM
LRM
MoMe
70
4
0
02 Oct 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
Shaoxiong Ji
Zihao Li
Indraneil Paul
Jaakko Paavola
Peiqin Lin
...
Dayyán O'Brien
Hengyu Luo
Hinrich Schütze
Jörg Tiedemann
Barry Haddow
CLL
67
7
0
26 Sep 2024
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
Nikhil Sharma
Kenton Murray
Ziang Xiao
82
1
0
07 Jul 2024
A Principled Framework for Evaluating on Typologically Diverse Languages
A Principled Framework for Evaluating on Typologically Diverse Languages
Esther Ploeger
Wessel Poelman
Andreas Holck Høeg-Petersen
Anders Schlichtkrull
Miryam de Lhoneux
Johannes Bjerva
79
1
0
06 Jul 2024
Understanding and Mitigating Language Confusion in LLMs
Understanding and Mitigating Language Confusion in LLMs
Kelly Marchisio
Wei-Yin Ko
Alexandre Berard
Théo Dehaze
Sebastian Ruder
81
27
0
28 Jun 2024
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
Rishabh Maheshwary
Vikas Yadav
Hoang Nguyen
Khyati Mahajan
Sathwik Tejaswi Madhusudhan
80
3
0
24 Jun 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
Holy Lovenia
Rahmad Mahendra
Salsabil Maulana Akbar
Lester James V. Miranda
Jennifer Santoso
...
Genta Indra Winata
Ruochen Zhang
Fajri Koto
Zheng-Xin Yong
Samuel Cahyawijaya
128
11
0
14 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
Seungone Kim
Juyoung Suk
Ji Yong Cho
Shayne Longpre
Chaeeun Kim
...
Sean Welleck
Graham Neubig
Moontae Lee
Kyungjae Lee
Minjoon Seo
ELM
ALM
LM&MA
130
36
0
09 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
David Ifeoluwa Adelani
Jessica Ojo
Israel Abebe Azime
Jian Yun Zhuang
Jesujoba Oluwadara Alabi
...
Salomey Osei
Sokhar Samb
Tadesse Kebede Guge
Pontus Stenetorp
Pontus Stenetorp
ELM
98
9
0
05 Jun 2024
High-Dimension Human Value Representation in Large Language Models
High-Dimension Human Value Representation in Large Language Models
Samuel Cahyawijaya
Delong Chen
Yejin Bang
Leila Khalatbari
Bryan Wilie
Ziwei Ji
Etsuko Ishii
Pascale Fung
135
6
0
11 Apr 2024
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data
  and Comprehensive Evaluation
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation
Guangyu Wang
Guoxing Yang
Zongxin Du
Longjun Fan
Xiaohu Li
LM&MA
ELM
AI4MH
36
82
0
16 Jun 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Ziyang Luo
Can Xu
Pu Zhao
Qingfeng Sun
Xiubo Geng
Wenxiang Hu
Chongyang Tao
Jing Ma
Qingwei Lin
Daxin Jiang
ELM
SyDa
ALM
66
665
0
14 Jun 2023
MultiLegalPile: A 689GB Multilingual Legal Corpus
MultiLegalPile: A 689GB Multilingual Legal Corpus
Joel Niklaus
Veton Matoshi
Matthias Sturmer
Ilias Chalkidis
Daniel E. Ho
AILaw
ELM
48
41
0
03 Jun 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with
  Low-Rank Adaptation
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation
Haonan Li
Fajri Koto
Minghao Wu
Alham Fikri Aji
Timothy Baldwin
ALM
41
74
0
24 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented
  Languages
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
Sebastian Ruder
J. Clark
Alexander Gutkin
Mihir Kale
Min Ma
...
Dan Garrette
R. Ingle
Melvin Johnson
Dmitry Panteleev
Partha P. Talukdar
ELM
59
40
0
19 May 2023
Dataset and Baseline System for Multi-lingual Extraction and
  Normalization of Temporal and Numerical Expressions
Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical Expressions
Sanxing Chen
Yongqiang Chen
Börje F. Karlsson
50
2
0
31 Mar 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed
  Texts: The Case of South East Asian Languages
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages
Zheng-Xin Yong
Ruochen Zhang
Jessica Zosa Forde
Skyler Wang
Arjun Subramonian
...
Yinghua Tan
Long Phan
Rowena Garcia
Thamar Solorio
Alham Fikri Aji
LRM
79
49
0
23 Mar 2023
Analyzing Leakage of Personally Identifiable Information in Language
  Models
Analyzing Leakage of Personally Identifiable Information in Language Models
Nils Lukas
A. Salem
Robert Sim
Shruti Tople
Lukas Wutschitz
Santiago Zanella Béguelin
PILM
78
218
0
01 Feb 2023
OPT-IML: Scaling Language Model Instruction Meta Learning through the
  Lens of Generalization
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
Srinivasan Iyer
Xi Lin
Ramakanth Pasunuru
Todor Mihaylov
Daniel Simig
...
Jeff Wang
Christopher Dewan
Asli Celikyilmaz
Luke Zettlemoyer
Veselin Stoyanov
ALM
92
262
0
22 Dec 2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
Samuel Cahyawijaya
Holy Lovenia
Alham Fikri Aji
Genta Indra Winata
Bryan Wilie
...
Timothy Baldwin
Sebastian Ruder
Herry Sujaini
S. Sakti
Ayu Purwarianti
59
48
0
19 Dec 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BigScience Workshop
:
Teven Le Scao
Angela Fan
Christopher Akiki
...
Zhongli Xie
Zifan Ye
M. Bras
Younes Belkada
Thomas Wolf
VLM
278
2,364
0
09 Nov 2022
What Language Model to Train if You Have One Million GPU Hours?
What Language Model to Train if You Have One Million GPU Hours?
Teven Le Scao
Thomas Wang
Daniel Hesslow
Lucile Saulnier
Stas Bekman
...
Lintang Sutawika
Jaesung Tae
Zheng-Xin Yong
Julien Launay
Iz Beltagy
MoE
AI4CE
245
107
0
27 Oct 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Sebastian Gehrmann
Abhik Bhattacharjee
Abinaya Mahendiran
Alex Jinpeng Wang
Alexandros Papangelis
...
Yacine Jernite
Yi Xu
Yisi Sang
Yixin Liu
Yufang Hou
75
38
0
22 Jun 2022
What a Creole Wants, What a Creole Needs
What a Creole Wants, What a Creole Needs
Heather Lent
Kelechi Ogueji
Miryam de Lhoneux
Orevaoghene Ahia
Anders Søgaard
40
27
0
01 Jun 2022
Data Cards: Purposeful and Transparent Dataset Documentation for
  Responsible AI
Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI
Mahima Pushkarna
Andrew Zaldivar
Oddur Kjartansson
AI4TS
62
209
0
03 Apr 2022
Models and Datasets for Cross-Lingual Summarisation
Models and Datasets for Cross-Lingual Summarisation
Laura Perez-Beltrachini
Mirella Lapata
37
49
0
19 Feb 2022
PromptSource: An Integrated Development Environment and Repository for
  Natural Language Prompts
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
Stephen H. Bach
Victor Sanh
Zheng-Xin Yong
Albert Webson
Colin Raffel
...
Khalid Almubarak
Xiangru Tang
Dragomir R. Radev
Mike Tian-Jian Jiang
Alexander M. Rush
VLM
298
345
0
02 Feb 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding
  with Text-to-Text Language Models
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
Tianbao Xie
Chen Henry Wu
Peng Shi
Ruiqi Zhong
Torsten Scholak
...
Lingpeng Kong
Rui Zhang
Noah A. Smith
Luke Zettlemoyer
Tao Yu
LMTD
71
297
0
16 Jan 2022
Few-shot Learning with Multilingual Language Models
Few-shot Learning with Multilingual Language Models
Xi Lin
Todor Mihaylov
Mikel Artetxe
Tianlu Wang
Shuohui Chen
...
Luke Zettlemoyer
Zornitsa Kozareva
Mona T. Diab
Ves Stoyanov
Xian Li
BDL
ELM
LRM
81
293
0
20 Dec 2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text
  Datasets
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets
Ann Yuan
Daphne Ippolito
Vitaly Nikolaev
Chris Callison-Burch
Andy Coenen
Sebastian Gehrmann
SyDa
131
21
0
11 Nov 2021
MetaICL: Learning to Learn In Context
MetaICL: Learning to Learn In Context
Sewon Min
M. Lewis
Luke Zettlemoyer
Hannaneh Hajishirzi
LRM
173
483
0
29 Oct 2021
Recursively Summarizing Books with Human Feedback
Recursively Summarizing Books with Human Feedback
Jeff Wu
Long Ouyang
Daniel M. Ziegler
Nissan Stiennon
Ryan J. Lowe
Jan Leike
Paul Christiano
ALM
88
301
0
22 Sep 2021
Common Sense Beyond English: Evaluating and Improving Multilingual
  Language Models for Commonsense Reasoning
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
Bill Yuchen Lin
Seyeon Lee
Xiaoyang Qiao
Xiang Ren
ReLM
LRM
45
61
0
13 Jun 2021
What's in the Box? A Preliminary Analysis of Undesirable Content in the
  Common Crawl Corpus
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus
A. Luccioni
J. Viviano
47
116
0
06 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in
  NLP
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye
Bill Yuchen Lin
Xiang Ren
264
183
0
18 Apr 2021
UA-GEC: Grammatical Error Correction and Fluency Corpus for the
  Ukrainian Language
UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language
Oleksiy Syvokon
O. Nahorna
49
32
0
31 Mar 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Julia Kreutzer
Isaac Caswell
Lisa Wang
Ahsan Wahab
D. Esch
...
Duygu Ataman
Orevaoghene Ahia
Oghenefego Ahia
Sweta Agrawal
Mofetoluwa Adeyemi
34
276
0
22 Mar 2021
Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text
  Summarization
Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization
Mehrdad Farahani
Mohammad Gharachorloo
Mohammad Manthouri
28
24
0
21 Dec 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System
UnifiedQA: Crossing Format Boundaries With a Single QA System
Daniel Khashabi
Sewon Min
Tushar Khot
Ashish Sabharwal
Oyvind Tafjord
Peter Clark
Hannaneh Hajishirzi
105
731
0
02 May 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating
  Cross-lingual Generalization
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
Junjie Hu
Sebastian Ruder
Aditya Siddhant
Graham Neubig
Orhan Firat
Melvin Johnson
ELM
131
966
0
24 Mar 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers
Iryna Gurevych
628
11,979
0
27 Aug 2019
PAWS: Paraphrase Adversaries from Word Scrambling
PAWS: Paraphrase Adversaries from Word Scrambling
Yuan Zhang
Jason Baldridge
Luheng He
60
537
0
01 Apr 2019
Massively Multilingual Neural Machine Translation
Massively Multilingual Neural Machine Translation
Roee Aharoni
Melvin Johnson
Orhan Firat
LRM
AI4CE
56
485
0
28 Feb 2019
CoQA: A Conversational Question Answering Challenge
CoQA: A Conversational Question Answering Challenge
Siva Reddy
Danqi Chen
Christopher D. Manning
RALM
HAI
82
1,197
0
21 Aug 2018
The Natural Language Decathlon: Multitask Learning as Question Answering
The Natural Language Decathlon: Multitask Learning as Question Answering
Bryan McCann
N. Keskar
Caiming Xiong
R. Socher
AIMat
MLLM
BDL
82
642
0
20 Jun 2018
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