| Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection A Asai, Z Wu, Y Wang, A Sil, H Hajishirzi ICLR (Oral Top 1%), 2024 | 1895* | 2024 |
| 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 ACL (Oral, Best Video - Most Viewed), 2023 | 1141* | 2023 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention I Yamada, A Asai, H Shindo, H Takeda, Y Matsumoto EMNLP, 2020 | 973 | 2020 |
| Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering A Asai, K Hashimoto, H Hajishirzi, R Socher, C Xiong ICLR, 2020 | 365 | 2020 |
| 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, ... EMNLP (System Demonstrations), 2020 | 359* | 2020 |
| 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 | 301* | 2023 |
| Retrieval-based Language Models and Applications A Asai, S Min, Z Zhong, D Chen ACL Tutorial, 2023 | 248* | 2023 |
| MultiModalQA: complex question answering over text, tables and images A Talmor, O Yoran, A Catav, D Lahav, Y Wang, A Asai, G Ilharco, ... ICLR, 2021 | 240 | 2021 |
| XOR QA: Cross-lingual open-retrieval question answering A Asai, J Kasai, JH Clark, K Lee, E Choi, H Hajishirzi NAACL (Oral), 2021 | 201 | 2021 |
| ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts A Asai, M Salehi, ME Peters, H Hajishirzi EMNLP, 2022 | 184* | 2022 |
| 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 | 167 | 2020 |
| 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 | 155 | 2023 |
| Task-aware retrieval with instructions A Asai, T Schick, P Lewis, X Chen, G Izacard, S Riedel, H Hajishirzi, ... Findings of ACL, 2023 | 154 | 2023 |
| Fine-grained hallucination detection and editing for language models A Mishra, A Asai, V Balachandran, Y Wang, G Neubig, Y Tsvetkov, ... COLM, 2024 | 151 | 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 | 136 | 2020 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering I Yamada, A Asai, H Hajishirzi ACL, 2021 | 116 | 2021 |
| CodeRAG-Bench: Can Retrieval Augment Code Generation? ZZ Wang*, A Asai*, XV Yu, FF Xu, Y Xie, G Neubig, D Fried Findings of NAACL, 2025 | 111* | 2025 |
| Synthesizing scientific literature with retrieval-augmented language models A Asai, J He, R Shao, W Shi, A Singh, JC Chang, K Lo, L Soldaini, ... Nature, 1-7, 2026 | 92* | 2026 |
| BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer A Asai, S Kudugunta, XV Yu, T Blevins, H Gonen, M Reid, Y Tsvetkov, ... NAACL (Oral), 2024 | 90* | 2024 |
| One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval A Asai, X Yu, J Kasai, H Hajishirzi NeurIPS, 2021 | 90 | 2021 |
Hannaneh HajishirziUniversity of Washington; Allen AI確認したメール アドレス: cs.washington.edu
Yizhong WangUniversity of Washington確認したメール アドレス: cs.washington.edu
Graham NeubigCarnegie Mellon University確認したメール アドレス: cs.cmu.edu
Pang Wei KohUniversity of Washington; Allen Institute for AI確認したメール アドレス: cs.washington.edu
Luke ZettlemoyerUniversity of Washington; Meta確認したメール アドレス: cs.washington.edu
Scott Wen-tau YihMeta FAIR確認したメール アドレス: meta.com
Rulin ShaoUniversity of Washington確認したメール アドレス: cs.washington.edu
Danqi ChenPrinceton University確認したメール アドレス: cs.princeton.edu
Sewon MinUC Berkeley EECS & Allen Institute for AI確認したメール アドレス: cs.washington.edu
Eunsol ChoiNew York University確認したメール アドレス: nyu.edu
Richard Socheryou.com確認したメール アドレス: stanford.edu
Yejin ChoiStanford University / NVIDIA確認したメール アドレス: stanford.edu
Yulia TsvetkovUniversity of Washington確認したメール アドレス: cs.washington.edu
Noah A. SmithUniversity of Washington; Allen Institute for Artificial Intelligence確認したメール アドレス: cs.washington.edu
Caiming XiongCo-founder, Stealth Startup