Akari Asai

Akari Asai

University of Washington

H-index: 18

North America-United States

About Akari Asai

Akari Asai, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Natural Language Processing, Machine Learning, Information Retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reliable, adaptable, and attributable language models with retrieval

Fine-grained hallucination detection and editing for language models

BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer

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

Systems and methods for reading comprehension for a question answering task

Retrieval-based Language Models and Applications

TaskWeb: Selecting Better Source Tasks for Multi-task NLP

xPQA: Cross-Lingual Product Question Answering across 12 Languages

Akari Asai Information

University

Position

___

Citations(all)

2158

Citations(since 2020)

2150

Cited By

265

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Akari Asai Skills & Research Interests

Natural Language Processing

Machine Learning

Information Retrieval

Top articles of Akari Asai

Reliable, adaptable, and attributable language models with retrieval

arXiv preprint arXiv:2403.03187

2024/3/5

Fine-grained hallucination detection and editing for language models

arXiv preprint arXiv:2401.06855

2024/1/12

BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer

Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

2024

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

International Conference on Learning Representations (ICLR)

2024

Systems and methods for reading comprehension for a question answering task

2023/10/3

Retrieval-based Language Models and Applications

2023/7

TaskWeb: Selecting Better Source Tasks for Multi-task NLP

arXiv preprint arXiv:2305.13256

2023/5/22

Akari Asai
Akari Asai

H-Index: 7

Hannaneh Hajishirzi
Hannaneh Hajishirzi

H-Index: 32

xPQA: Cross-Lingual Product Question Answering across 12 Languages

Annual Meeting of the Association for Computational Linguistics (ACL, Industry track)

2023/5/16

Akari Asai
Akari Asai

H-Index: 7

Bill Byrne
Bill Byrne

H-Index: 17

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

arXiv preprint arXiv:2305.06897

2023/5/11

How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval

2023/7

When not to trust language models: Investigating effectiveness of parametric and non-parametric memories

arXiv preprint arXiv:2212.10511

2022/12/20

RealTime QA: What's the Answer Right Now?

NeurIPS (Datasets and Benchmarks Track)

2023

Beyond counting datasets: a survey of multilingual dataset construction and necessary resources

Findings of EMNLP

2022/11/28

Proceedings of the Workshop on Multilingual Information Access (MIA)

2022/7

MIA 2022 shared task: Evaluating cross-lingual open-retrieval question answering for 16 diverse languages

NAACL 2022 MIA workshop

2022/7/2

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

Conference on Empirical Methods in Natural Language Processing (EMNLP)

2022

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

2022

Akari Asai
Akari Asai

H-Index: 7

Hannaneh Hajishirzi
Hannaneh Hajishirzi

H-Index: 32

MultiModalQA: complex question answering over text, tables and images

ICLR, 2021

2021

Challenges in information seeking QA: Unanswerable questions and paragraph retrieval

Annual Meeting of the Association for Computational Linguistics (ACL)

2021

Akari Asai
Akari Asai

H-Index: 7

See List of Professors in Akari Asai University(University of Washington)

Co-Authors

academic-engine