Publications

2023

[1] Xinyan Velocity Yu, Sewon Min, Luke Zettlemoyer, and Hannaneh Hajishirzi
CREPE: Open-Domain Question Answering with False Presuppositions
Oral Presentation at Annual Meeting of the Association for Computational Linguistics (ACL), 2023.
[Paper] / [Code]

[2] Swarnadeep Saha, Xinyan Velocity Yu, Mohit Bansal, Ramakanth Pasunuru, and Asli Celikyilmaz
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
Findings of Annual Meeting of the Association for Computational Linguistics (ACL), 2023.
[Paper]

[3] Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, Ronan Le Bras, Akari Asai, Xinyan Yu, Dragomir Radev, Noah A. Smith, Yejin Choi, Kentaro Inui
RealTime QA: What’s the Answer Right Now?
Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2023.
[Paper] / [Website]

2022

[4] Xinyan Velocity Yu*, Akari Asai*, Trina Chatterjee, Junjie Hu, and Eunsol Choi
Beyond Counting Datasets: Investigating Multilingual Dataset Construction and Necessary Resources
Findings of Empirical Methods in Natural Language Processing (EMNLP), 2022.
[Paper] / [Website]

2021

[5] Akari Asai, Xinyan Yu, Jungo Kasai, and Hannaneh Hajishirzi
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval
Conference on Neural Information Processing Systems (NeurIPS), 2021.
[Paper] / [Code]

Preprints

2023

[1] Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Jason Eisner, Holden Lee, Ryan Cotterell
Principled Gradient-based Markov Chain Monte Carlo for Text Generation
[Paper]

[2] Ting-Rui Chiang, Xinyan Velocity Yu, Joshua Robinson, Ollie Liu, Isabelle Lee, Dani Yogatama
On Retrieval Augmentation and the Limitations of Language Model Training
[Paper]

[3] Akari Asai, Sneha Kudugunta, Xinyan Velocity Yu, Terra Blevins, Hila Gonen, Machel Reid, Yulia Tsvetkov, Sebastian Ruder, Hannaneh Hajishirzi
BUFFET: Benchmarking Large Language Models for Cross-lingual Few-shot Transfer
[Paper] / [Website]