🧑‍🔬 Akari Asai — all works

29 works · ← Akari Asai

1. LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetIkuya Yamada et al.2020 · 851 citations
2. When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlex Mallen et al.2023 · 843 citations
3. Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionarXiv:2310.11511Akari Asai, Zeqiu Wu, Yizhong Wang, et al.2023 · 677 citations
4. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringarXiv:1911.10470Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 280 citations
5. XOR QA: Cross-lingual Open-Retrieval Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 210 citations
6. Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetIkuya Yamada et al.2020 · 210 citations
7. RealTime QA: What's the Answer Right Now?Conference on Neural Information Processing Systems (NeurIPS)Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, et al.2022 · 181 citations
8. Retrieval-based Language Models and ApplicationsAnnual Meeting of the Association for Computational Linguistics (ACL)Akari Asai, Sewon Min, Zexuan Zhong, et al.2023 · 141 citations
9. Task-aware Retrieval with InstructionsFindings of the Association for Computational LinguisticsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 132 citations
10. ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft PromptsConference on Empirical Methods in Natural Language Processing (EMNLP)Akari Asai, Mohammadreza Salehi, Matthew Peters, et al.2022 · 122 citations
11. How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense RetrievalFindings of the Association for Computational LinguisticsSheng-Chieh Lin, Akari Asai, Minghan Li, et al.2023 · 116 citations
12. Logic-Guided Data Augmentation and Regularization for Consistent Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Akari Asai, Hannaneh Hajishirzi2020 · 113 citations
13. Fine-grained Hallucination Detection and Editing for Language ModelsarXiv:2401.06855Abhika Mishra, Akari Asai, Vidhisha Balachandran, et al.2024 · 100 citations
14. BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual TransferConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Sneha Kudugunta, Xinyan Yu, et al.2024 · 86 citations
15. Efficient Passage Retrieval with Hashing for Open-domain Question Answering ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetIkuya Yamada, Akari Asai, Hannaneh Hajishirzi2021 · 85 citations
16. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs ↗arXiv:2411.14199 · no summary yetAkari Asai et al.2024 · 62 citations
17. Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetAkari Asai, Eunsol Choi2021 · 61 citations
18. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
19. CodeRAG-Bench: Can Retrieval Augment Code Generation? ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetZora Zhiruo Wang et al.2025 · 54 citations
20. Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages ↗arXiv:2410.16153 · no summary yetXiang Yue et al.2024 · 46 citations
21. Reliable, Adaptable, and Attributable Language Models with RetrievalarXiv:2403.03187Akari Asai, Zexuan Zhong, Danqi Chen, et al.2024 · 45 citations
22. Synthesizing scientific literature with retrieval-augmented language models ↗Nature · no summary yetAkari Asai et al.2026 · 42 citations
23. Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetXinyan Yu et al.2022 · 34 citations
24. Scaling Retrieval-Based Language Models with a Trillion-Token Datastore ↗neural information processing systems · no summary yetRulin Shao et al.2024 · 30 citations
25. DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep ResearcharXiv:2511.19399Rulin Shao, Akari Asai, Shannon Zejiang Shen, et al.2025 · 28 citations
26. CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetTong Chen et al.2024 · 19 citations
27. MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages ↗Proceedings of the Workshop on Multilingual Information Access (MIA) · no summary yetAkari Asai et al.2022 · 17 citations
28. Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations ↗arXiv (Cornell University) · no summary yetTong Chen et al.2025 · 2 citations
29. ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research ↗arXiv (Cornell University) · no summary yetSohyeon Kim et al.2026

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