Dataset Geography: Mapping Language Data to Language Users

7 December 2021

Papers citing "Dataset Geography: Mapping Language Data to Language Users"

22 / 22 papers shown

Title
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 139 0 0 28 Apr 2025
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 142 0 0 07 Oct 2024
Worldwide Federated Training of Language Models Alexandru Iacob Lorenzo Sani Bill Marino Preslav Aleksandrov William F. Shen Nicholas D. Lane FedML 35 2 0 23 May 2024
The Future of Large Language Model Pre-training is Federated Lorenzo Sani Alexandru Iacob Zeyu Cao Bill Marino Yan Gao ... Wanru Zhao William F. Shen Preslav Aleksandrov Xinchi Qiu Nicholas D. Lane AI4CE 35 12 0 17 May 2024
Validating and Exploring Large Geographic Corpora Jonathan Dunn 22 0 0 13 Mar 2024
On the Scaling Laws of Geographical Representation in Language Models Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 43 6 0 29 Feb 2024
Towards Better Inclusivity: A Diverse Tweet Corpus of English Varieties Nhi Pham Lachlan Pham Adam L. Meyers 6 1 0 21 Jan 2024
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 20 11 0 14 Nov 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning Yunxiang Zhang Xiaojun Wan AILaw LRM 25 6 0 21 Jun 2023
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 20 20 0 20 Dec 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 19 10 0 31 Oct 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition David Ifeoluwa Adelani Graham Neubig Sebastian Ruder Shruti Rijhwani Michael Beukman ... Idris Abdulmumin Odunayo Ogundepo Oreen Yousuf Tatiana Moteu Ngoli Dietrich Klakow 36 43 0 22 Oct 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World Surangika Ranathunga Nisansa de Silva 37 34 0 16 Oct 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models Da Yin Hritik Bansal Masoud Monajatipoor Liunian Harold Li Kai-Wei Chang 49 28 0 24 May 2022
Graph-based Ensemble Machine Learning for Student Performance Prediction Yinkai Wang A. Ding Kaiyi Guan Shixi Wu Yuanqi Du 10 1 0 15 Dec 2021
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 122 131 0 13 Oct 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 106 168 0 28 Sep 2021
Language Invariant Properties in Natural Language Processing Federico Bianchi Debora Nozza Dirk Hovy 53 3 0 27 Sep 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 103 29 0 24 Sep 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 96 257 0 20 Jan 2021
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 126 165 0 24 Oct 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 491 0 16 Oct 2019