Akari Asai

According to our database, Akari Asai authored at least 36 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Reliable, Adaptable, and Attributable Language Models with Retrieval.

Akari Asai, Zexuan Zhong, Danqi Chen, Pang Wei Koh, Luke Zettlemoyer, Hannaneh Hajishirzi, Wen-tau Yih

CoRR, 2024

Fine-grained Hallucination Detection and Editing for Language Models.

Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, Hannaneh Hajishirzi

CoRR, 2024

2023

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi

CoRR, 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

CoRR, 2023

xPQA: Cross-Lingual Product Question Answering across 12 Languages.

Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert

CoRR, 2023

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages.

Odunayo Ogundepo, Tajuddeen R. Gwadabe, Clara E. Rivera, Jonathan H. Clark, Sebastian Ruder, David Ifeoluwa Adelani, Bonaventure F. P. Dossou, Abdou Aziz Diop, Claytone Sikasote, Gilles Hacheme, Happy Buzaaba, Ignatius Ezeani, Rooweither Mabuya, Salomey Osei, Chris Emezue, Albert Njoroge Kahira, Shamsuddeen Hassan Muhammad, Akintunde Oladipo, Abraham Toluwase Owodunni, Atnafu Lambebo Tonja, Iyanuoluwa Shode, Akari Asai, Tunde Oluwaseyi Ajayi, Clemencia Siro, Steven Arthur, Mofetoluwa Adeyemi, Orevaoghene Ahia, Aremu Anuoluwapo, Oyinkansola Awosan, Chiamaka Chukwuneke, Bernard Opoku, Awokoya Ayodele, Verrah Otiende, Christine Mwase, Boyd Sinkala, Andre Niyongabo Rubungo, Daniel A. Ajisafe, Emeka Felix Onwuegbuzia, Habib Mbow, Emile Niyomutabazi, Eunice Mukonde, Falalu Ibrahim Lawan, Ibrahim Said Ahmad, Jesujoba O. Alabi, Martin Namukombo, Chinedu Emmanuel Mbonu, Mofya Phiri, Neo Putini, Ndumiso Mngoma, Priscilla A. Amuok, Ruqayya Nasir Iro, Sonia Adhiambo

CoRR, 2023

RealTime QA: What's the Answer Right Now?

Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, Ronan Le Bras, Akari Asai, Xinyan Yu, Dragomir Radev, Noah A. Smith, Yejin Choi, Kentaro Inui

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cross-lingual Open-Retrieval Question Answering for African Languages.

Odunayo Ogundepo, Tajuddeen Gwadabe, Clara Rivera, Jonathan H. Clark, Sebastian Ruder, David Ifeoluwa Adelani, Bonaventure Dossou, Abdou Aziz Diop, Claytone Sikasote, Gilles Hacheme, Happy Buzaaba, Ignatius Ezeani, Rooweither Mabuya, Salomey Osei, Chris Emezue, Albert Kahira, Shamsuddeen Hassan Muhammad, Akintunde Oladipo, Abraham Toluwase Owodunni, Atnafu Lambebo Tonja, Iyanuoluwa Shode, Akari Asai, Aremu Anuoluwapo, Ayodele Awokoya, Bernard Opoku, Chiamaka Chukwuneke, Christine Mwase, Clemencia Siro, Stephen Arthur, Tunde Ajayi, Verrah Otiende, Andre Niyongabo Rubungo, Boyd Sinkala, Daniel A. Ajisafe, Emeka Onwuegbuzia, Falalu Ibrahim Lawan, Ibrahim Said Ahmad, Jesujoba O. Alabi, Chinedu E. Mbonu, Mofetoluwa Adeyemi, Mofya Phiri, Orevaoghene Ahia, Ruqayya Nasir Iro, Sonia Adhiambo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval.

Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

TaskWeb: Selecting Better Source Tasks for Multi-task NLP.

Joongwon Kim, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Retrieval-based Language Models and Applications.

Akari Asai, Sewon Min, Zexuan Zhong, Danqi Chen

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2023

xPQA: Cross-Lingual Product Question Answering in 12 Languages.

Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories.

Alex Mallen, Akari Asai, Victor Zhong, Rajarshi Das, Daniel Khashabi, Hannaneh Hajishirzi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Task-aware Retrieval with Instructions.

Akari Asai, Timo Schick, Patrick S. H. Lewis, Xilun Chen, Gautier Izacard, Sebastian Riedel, Hannaneh Hajishirzi, Wen-tau Yih

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

When Not to Trust Language Models: Investigating Effectiveness and Limitations of Parametric and Non-Parametric Memories.

Alex Mallen, Akari Asai, Victor Zhong, Rajarshi Das, Hannaneh Hajishirzi, Daniel Khashabi

CoRR, 2022

MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages.

Akari Asai, Shayne Longpre, Jungo Kasai, Chia-Hsuan Lee, Rui Zhang, Junjie Hu, Ikuya Yamada, Jonathan H. Clark, Eunsol Choi

CoRR, 2022

Attentional Mixtures of Soft Prompt Tuning for Parameter-efficient Multi-task Knowledge Sharing.

Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi

CoRR, 2022

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks.

Akari Asai, Matt Gardner, Hannaneh Hajishirzi

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts.

Akari Asai, Mohammadreza Salehi, Matthew E. Peters, Hannaneh Hajishirzi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources.

Xinyan Yu, Trina Chatterjee, Akari Asai, Junjie Hu, Eunsol Choi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval.

Akari Asai, Xinyan Yu, Jungo Kasai, Hanna Hajishirzi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

XOR QA: Cross-lingual Open-Retrieval Question Answering.

Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

MultiModalQA: complex question answering over text, tables and images.

Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant

Proceedings of the 9th International Conference on Learning Representations, 2021

Efficient Passage Retrieval with Hashing for Open-domain Question Answering.

Ikuya Yamada, Akari Asai, Hannaneh Hajishirzi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval.

Akari Asai, Eunsol Choi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning.

Daya Guo, Akari Asai, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Jian Yin, Ming Zhou

CoRR, 2020

Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT.

Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip S. Yu, Caiming Xiong

CoRR, 2020

The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals.

Takumi Kawashima, Qing Yu, Akari Asai, Daiki Ikami, Kiyoharu Aizawa

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering.

Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, Caiming Xiong

Proceedings of the 8th International Conference on Learning Representations, 2020

LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention.

Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yuji Matsumoto

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia.

Ikuya Yamada, Akari Asai, Jin Sakuma, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji, Yuji Matsumoto

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Logic-Guided Data Augmentation and Regularization for Consistent Question Answering.

Akari Asai, Hannaneh Hajishirzi

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Multi-Task Learning based on Separable Formulation of Depth Estimation and its Uncertainty.

Akari Asai, Daiki Ikami, Kiyoharu Aizawa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Wikipedia2Vec: An Optimized Tool for Learning Embeddings of Words and Entities from Wikipedia.

Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji

CoRR, 2018

Multilingual Extractive Reading Comprehension by Runtime Machine Translation.

Akari Asai, Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka

CoRR, 2018

HappyDB: A Corpus of 100, 000 Crowdsourced Happy Moments.

Akari Asai, Sara Evensen, Behzad Golshan, Alon Y. Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018