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Akari Asai
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LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention
I Yamada, A Asai, H Shindo, H Takeda, Y Matsumoto
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
6832020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
A Asai, K Hashimoto, H Hajishirzi, R Socher, C Xiong
International Conference on Learning Representations (ICLR), 2020
2922020
Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia
I Yamada, A Asai, J Sakuma, H Shindo, H Takeda, Y Takefuji, ...
Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2020
265*2020
When not to trust language models: Investigating effectiveness of parametric and non-parametric memories
A Mallen*, A Asai*, V Zhong, R Das, D Khashabi, H Hajishirzi
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
218*2023
Adv-bert: Bert is not robust on misspellings! generating nature adversarial samples on bert
L Sun, K Hashimoto, W Yin, A Asai, J Li, P Yu, C Xiong
arXiv preprint arXiv:2003.04985, 2020
1302020
MultiModalQA: complex question answering over text, tables and images
A Talmor, O Yoran, A Catav, D Lahav, Y Wang, A Asai, G Ilharco, ...
International Conference on Learning Representations (ICLR), 2021
1162021
XOR QA: Cross-lingual open-retrieval question answering
A Asai, J Kasai, JH Clark, K Lee, E Choi, H Hajishirzi
Annual Conference of the North American Chapter of the Association for …, 2021
1112021
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
A Asai, Z Wu, Y Wang, A Sil, H Hajishirzi
International Conference on Learning Representations (ICLR), 2024
109*2024
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering
A Asai, H Hajishirzi
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
1042020
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts
A Asai, M Salehi, ME Peters, H Hajishirzi
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
87*2022
Efficient Passage Retrieval with Hashing for Open-domain Question Answering
I Yamada, A Asai, H Hajishirzi
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
722021
Multilingual extractive reading comprehension by runtime machine translation
A Asai, A Eriguchi, K Hashimoto, Y Tsuruoka
arXiv preprint arXiv:1809.03275, 2018
642018
Retrieval-based Language Models and Applications
A Asai, S Min, Z Zhong, D Chen
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
59*2023
Task-aware retrieval with instructions
A Asai, T Schick, P Lewis, X Chen, G Izacard, S Riedel, H Hajishirzi, ...
Findings of ACL, 2023
562023
RealTime QA: What's the Answer Right Now?
J Kasai, K Sakaguchi, Y Takahashi, RL Bras, A Asai, X Yu, D Radev, ...
NeurIPS (Datasets and Benchmarks Track), 2023
532023
HappyDB: A corpus of 100,000 crowdsourced happy moments
A Asai, S Evensen, B Golshan, A Halevy, V Li, A Lopatenko, D Stepanov, ...
International Conference on Language Resources and Evaluation (LREC), 2018
512018
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval
A Asai, X Yu, J Kasai, H Hajishirzi
Conference on Neural Information Processing Systems (NeurIPS), 2021
502021
Challenges in information seeking QA: Unanswerable questions and paragraph retrieval
A Asai, E Choi
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
442021
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
SC Lin, A Asai, M Li, B Oguz, J Lin, Y Mehdad, W Yih, X Chen
Findings of EMNLP, 2023
362023
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
A Asai, M Gardner, H Hajishirzi
Annual Conference of the North American Chapter of the Association for …, 2022
322022
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Articles 1–20