The State and Fate of Linguistic Diversity and Inclusion in the NLP World

20 April 2020

Papers citing "The State and Fate of Linguistic Diversity and Inclusion in the NLP World"

50 / 139 papers shown

Title
PeLLE: Encoder-based language models for Brazilian Portuguese based on open data Guilherme Lamartine de Mello Marcelo Finger F. Serras M. Carpi Marcos Menon Jose Pedro Henrique Domingues Paulo Cavalim 27 0 0 29 Feb 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? Shirley Anugrah Hayati Minhwa Lee Dheeraj Rajagopal Dongyeop Kang 40 10 0 16 Nov 2023
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability Wei-Rui Chen Ife Adebara Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 17 5 0 16 Nov 2023
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 28 7 0 15 Nov 2023
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models J. Michaelov Catherine Arnett Tyler A. Chang Benjamin Bergen 36 12 0 15 Nov 2023
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks Sanchit Ahuja Divyanshu Aggarwal Varun Gumma Ishaan Watts Ashutosh Sathe ... Rishav Hada Prachi Jain Maxamed Axmed Kalika Bali Sunayana Sitaram ELM 32 39 0 13 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Matthew Cer RALM 29 12 0 10 Nov 2023
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering Ofir Arviv Dmitry Nikolaev Taelin Karidi Omri Abend LRM 30 3 0 20 Oct 2023
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge Tom Bryan Jacob Carlson Abhishek Arora Melissa Dell 23 8 0 16 Oct 2023
A Benchmark for Learning to Translate a New Language from One Grammar Book Garrett Tanzer Mirac Suzgun Chenguang Xi Dan Jurafsky Luke Melas-Kyriazi 24 51 0 28 Sep 2023
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M. Kabir Mohammed Saidul Islam Md Tahmid Rahman Laskar Mir Tafseer Nayeem M Saiful Bari Enamul Hoque LM&MA 24 15 0 22 Sep 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 28 10 0 26 Jul 2023
CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation Rahul Madhavan Rishabh Garg Kahini Wadhawan S. Mehta 21 5 0 01 Jun 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 31 54 0 24 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 30 68 0 23 May 2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu Guoping Hu 51 1 0 21 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 31 95 0 20 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip H. S. Torr Adel Bibi 16 96 0 17 May 2023
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages Chunlan Ma Ayyoob Imani Haotian Ye Renhao Pei Ehsaneddin Asgari Hinrich Schütze 27 23 0 15 May 2023
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 19 5 0 11 May 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages Zhong Zhou J. Niehues Alexander Waibel 22 0 0 05 May 2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters Md Mahfuz Ibn Alam Ruoyu Xie Fahim Faisal Antonios Anastasopoulos 30 3 0 25 Apr 2023
Transcending the "Male Code": Implicit Masculine Biases in NLP Contexts Katie Seaborn Shruti Chandra Thibault Fabre 21 11 0 22 Apr 2023
A Survey of Corpora for Germanic Low-Resource Languages and Dialects Verena Blaschke Hinrich Schütze Barbara Plank 19 13 0 19 Apr 2023
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese Vésteinn Snaebjarnarson A. Simonsen Goran Glavavs Ivan Vulić 35 19 0 18 Apr 2023
Efficient OCR for Building a Diverse Digital History Jacob Carlson Tom Bryan Melissa Dell 23 11 0 05 Apr 2023
Assessing Language Model Deployment with Risk Cards Leon Derczynski Hannah Rose Kirk Vidhisha Balachandran Sachin Kumar Yulia Tsvetkov M. Leiser Saif Mohammad 20 42 0 31 Mar 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 25 2 0 22 Mar 2023
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer Shanu Kumar Abbaraju Soujanya Sandipan Dandapat Sunayana Sitaram Monojit Choudhury VLM 25 1 0 04 Mar 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 27 102 0 02 Feb 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 37 33 0 19 Dec 2022
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting Zheng-Xin Yong Hailey Schoelkopf Niklas Muennighoff Alham Fikri Aji David Ifeoluwa Adelani ... Genta Indra Winata Stella Biderman Edward Raff Dragomir R. Radev Vassilina Nikoulina CLL VLM AI4CE LRM 27 81 0 19 Dec 2022
POTATO: The Portable Text Annotation Tool Jiaxin Pei Aparna Ananthasubramaniam Xingyao Wang Naitian Zhou Jackson Sargent Apostolos Dedeloudis David Jurgens VLM 19 58 0 16 Dec 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 16 21 0 28 Nov 2022
Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models Harshita Diddee Sandipan Dandapat Monojit Choudhury T. Ganu Kalika Bali 27 5 0 27 Oct 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 23 10 0 20 Oct 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World Surangika Ranathunga Nisansa de Silva 29 34 0 16 Oct 2022
The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning Angelie Kraft Ricardo Usbeck 14 4 0 07 Oct 2022
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit Jivnesh Sandhan Ashish Gupta Hrishikesh Terdalkar Tushar Sandhan S. Samanta Laxmidhar Behera Pawan Goyal 11 3 0 22 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 34 3 0 11 Aug 2022
On the Limitations of Sociodemographic Adaptation with Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs 19 0 0 01 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 24 10 0 25 Jul 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 30 46 0 14 Jul 2022
KOLD: Korean Offensive Language Dataset Young-kuk Jeong Juhyun Oh Jaimeen Ahn Jongwon Lee Jihyung Mon Sungjoon Park Alice H. Oh 40 25 0 23 May 2022
Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT Beiduo Chen Wu Guo Quan Liu Kun Tao 29 1 0 17 May 2022
MASALA: Modelling and Analysing the Semantics of Adpositions in Linguistic Annotation of Hindi Aryaman Arora N. Venkateswaran Nathan Schneider 13 4 0 08 May 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 17 19 0 20 Apr 2022
Multilingual Event Linking to Wikidata Adithya Pratapa Rishubh Gupta Teruko Mitamura 19 7 0 13 Apr 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 26 13 0 12 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 19 24 0 08 Apr 2022