I am a fifth-year PhD student atPaul G. Allen School of Computer Science & Engineering, University of Washington advised by‪Hannaneh Hajishirzi‬. I work on Natural Language Processing as part of UW NLP, with a focus on retrieval-augmented language models. Before UW, I obtained a B.E. degree in Electrical Engineering and Computer Science (EEIC) from The University of Tokyo.

• Personal Website:akariasai.github.io/
• Twitter:@AkariAsai
• email: my_first_name[at]cs.washington.edu

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1. wikipedia2vec/wikipedia2vecwikipedia2vec/wikipedia2vecPublic

   A tool for learning vector representations of words and entities from Wikipedia

   Python 950 103

2. learning_to_retrieve_reasoning_pathslearning_to_retrieve_reasoning_pathsPublic

   The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

   Python 431 63

3. XORQAXORQAPublic

   This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".

   Python 79 7

4. CORACORAPublic

   This is the official implementation of NeurIPS 2021 "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval".

   Python 70 10

5. ATTEMPTATTEMPTPublic

   This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)

   Python 100 5

6. self-ragself-ragPublic

   This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

   Python 2k 180