Multi-VALUE: A Framework for Cross-Dialectal English NLP

Multi-VALUE: A Framework for Cross-Dialectal English NLP

15 December 2022

William B. Held

Diyi Yang

Papers citing "Multi-VALUE: A Framework for Cross-Dialectal English NLP"

12 / 12 papers shown

Title
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks Fangru Lin Shaoguang Mao Emanuele La Malfa Valentin Hofmann Adrian de Wynter Jing Yao Si-Qing Chen Michael Wooldridge Furu Wei Furu Wei 46 2 0 14 Oct 2024
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models Dipankar Srirag Aditya Joshi Jacob Eisenstein 42 1 0 31 Aug 2024
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications Yanchen Liu Srishti Gautam Jiaqi Ma Himabindu Lakkaraju LMTD 21 10 0 23 Oct 2023
A Survey of Corpora for Germanic Low-Resource Languages and Dialects Verena Blaschke Hinrich Schütze Barbara Plank 14 13 0 19 Apr 2023
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 160 72 0 25 Jan 2022
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 103 130 0 13 Oct 2021
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation Orevaoghene Ahia Julia Kreutzer Sara Hooker 105 50 0 06 Oct 2021
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework Matan Halevy Camille Harris A. Bruckman Diyi Yang A. Howard 28 27 0 27 Sep 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 88 29 0 24 Sep 2021
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence Caleb Ziems Diyi Yang 15 11 0 11 Sep 2021
Learning to Recognize Dialect Features Dorottya Demszky D. Sharma J. Clark Vinodkumar Prabhakaran Jacob Eisenstein 102 38 0 23 Oct 2020
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,202 0 12 Jun 2017