Pinned Repositories
ATTEMPT
This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)
CORA
This is the official implementation of NeurIPS 2021 "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval".
evidentiality_qa
The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).
learning_to_retrieve_reasoning_paths
The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".
logic_guided_qa
The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".
OpenScholar
This repository includes the official implementation of OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.
ScholarQABench
This repository contains ScholarQABench data and evaluation pipeline.
self-rag
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.
XORQA
This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".
wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
AkariAsai's Repositories
AkariAsai/document-qa-MLQA
AkariAsai/HappyDB
A corpus of 100,000 happy moments
AkariAsai/bi-att-flow
Bidirectional Attention Flow
AkariAsai/cs224d
AkariAsai/EEIC
AkariAsai/express
Fast, unopinionated, minimalist web framework for node.
AkariAsai/fastText_multilingual
Multilingual word vectors in 78 languages
AkariAsai/github-colors
Github colors for all the programming languages
AkariAsai/NLP_100_drills
AkariAsai/python-machine-learning
This is just some practice coding for machine learning with python.
AkariAsai/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
AkariAsai/Railstutorial
AkariAsai/sample
AkariAsai/scheme_interpreter
This is a repository for scheme interpreter program, which I wrote as a coursework of CS61A in University of California, Berkeley.
AkariAsai/squad_code_bench
AkariAsai/squad_code_dl
AkariAsai/statical_machine_learning_lecture_notes
This is my notebook for statical machine learning class in EEIC, Spring 2017.
AkariAsai/TK_1702
JPHACKS 2017 Award
AkariAsai/tsundere
tsundere is an ios app developed during HackDay 2017 hosted by Yahoo Japan.