| 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 | 760 | 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 | 322* | 2023 |
| 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 | 308 | 2020 |
| 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 | 307* | 2024 |
| 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 | 290* | 2020 |
| 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 | 141 | 2020 |
| 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 | 132 | 2021 |
| 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 | 127 | 2021 |
| Logic-Guided Data Augmentation and Regularization for Consistent Question Answering A Asai, H Hajishirzi Annual Meeting of the Association for Computational Linguistics (ACL), 2020 | 110 | 2020 |
| 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 | 108* | 2022 |
| 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 | 93* | 2023 |
| 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 | 86* | 2023 |
| 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 | 80 | 2021 |
| Task-aware retrieval with instructions A Asai, T Schick, P Lewis, X Chen, G Izacard, S Riedel, H Hajishirzi, ... Findings of ACL, 2023 | 79 | 2023 |
| Multilingual extractive reading comprehension by runtime machine translation A Asai, A Eriguchi, K Hashimoto, Y Tsuruoka arXiv preprint arXiv:1809.03275, 2018 | 66 | 2018 |
| 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 | 64 | 2021 |
| 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 | 58 | 2018 |
| 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 | 56 | 2023 |
| 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 | 48 | 2022 |
| Challenges in information seeking QA: Unanswerable questions and paragraph retrieval A Asai, E Choi Annual Meeting of the Association for Computational Linguistics (ACL), 2021 | 46 | 2021 |
Hannaneh HajishirziUniversity of Washington; Allen AIVerified email at cs.washington.edu
