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AkariAsai/README.md

Hi there 👋

I am an Assistant Professor at the Language Technologies Institute in Carnegie Mellon University's School of Computer Science. My research focuses on natural language processing and machine learning, particularly retrieval-augmented language models and AI agents. I received my Ph.D. in Computer Science from the University of Washington, advised by Hannaneh Hajishirzi, and my B.E. in Electrical Engineering and Computer Science from the University of Tokyo.

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  1. wikipedia2vec/wikipedia2vec wikipedia2vec/wikipedia2vec Public

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

    Python 973 101

  2. learning_to_retrieve_reasoning_paths learning_to_retrieve_reasoning_paths Public

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

    Python 436 65

  3. XORQA XORQA Public

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

    Python 80 8

  4. CORA CORA Public

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

    Python 71 9

  5. self-rag self-rag Public

    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 2.4k 224

  6. OpenScholar OpenScholar Public

    This repository includes the official implementation of OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

    Python 1.6k 167