AkariAsai

PhD student at @uwnlp . NLP & ML.

University of WashingtonSeattle, WA

Pinned Repositories

ATTEMPT
This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)
Language:Python98 8 95
CORA
This is the official implementation of NeurIPS 2021 "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval".
Language:Python70 4 410
evidentiality_qa
The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).
Language:Python43 4 30
learning_to_retrieve_reasoning_paths
The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".
Language:Python430 19 2965
logic_guided_qa
The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".
Language:Python72 6 28
OpenScholar
This repository includes the official implementation of OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.
Language:Python48251
ScholarQABench
This repository contains ScholarQABench data and evaluation pipeline.
Language:Python45 1 21
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.
Language:Python1.9k 18 87175
XORQA
This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".
Language:Python79 5 77
wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
Language:Python946 35 68103

AkariAsai's Repositories

AkariAsai/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.
Language:Python1.9k 18 87175
AkariAsai/OpenScholar
This repository includes the official implementation of OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.
Language:Python48251
AkariAsai/learning_to_retrieve_reasoning_paths
The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".
Language:Python430 19 2965
AkariAsai/ATTEMPT
This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)
Language:Python98 8 95
AkariAsai/XORQA
This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".
Language:Python79 5 77
AkariAsai/logic_guided_qa
The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".
Language:Python72 6 28
AkariAsai/CORA
This is the official implementation of NeurIPS 2021 "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval".
Language:Python70 4 410
AkariAsai/ScholarQABench
This repository contains ScholarQABench data and evaluation pipeline.
Language:Python45 1 21
AkariAsai/evidentiality_qa
The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).
Language:Python43 4 30
AkariAsai/extractive_rc_by_runtime_mt
Code and datasets of "Multilingual Extractive Reading Comprehension by Runtime Machine Translation"
Language:Python39 6 35
AkariAsai/unanswerable_qa
The official implementation for ACL 2021 "Challenges in Information Seeking QA: Unanswerable Questions and Paragraph Retrieval".
Language:Python27 4 00
AkariAsai/OpenScholar_ExpertEval
This repository contains expert evaluation interface and data evaluation script for the OpenScholar project.
Language:HTML232
AkariAsai/Artificial_Intelligence
Language:Jupyter Notebook3 2 02
AkariAsai/papers
Summaries of machine learning papers
1 2 01
AkariAsai/pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
Language:Jupyter Notebook1 3 02
AkariAsai/wikiextractor
A tool for extracting plain text from Wikipedia dumps
Language:Python1 2 02
AkariAsai/word-embeddings-benchmarks
Package for evaluating word embeddings. This is forked from kududak/word-embeddings-benchmarks
Language:Python1 3 0
AkariAsai/AkariAsai
3 01
AkariAsai/AkariAsai.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Language:HTML2 0
AkariAsai/AkariAsai.github.io_v1
Language:HTML2 0
AkariAsai/ARC-Solvers
ARC Question Solvers
Language:Python2 0
AkariAsai/DrQA
Reading Wikipedia to Answer Open-Domain Questions
Language:Python3 01
AkariAsai/hunalign
Sentence aligner
Language:C++2 0
AkariAsai/KILT
Library for Knowledge Intensive Language Tasks
Language:Python2 0
AkariAsai/LAMA
LAnguage Model Analysis
Language:Python3 0
AkariAsai/lm-evaluation-harness
A framework for few-shot evaluation of language models.
Language:Python
AkariAsai/pytorch-playground
My PyTorch playground for NLP
Language:Python2 0
AkariAsai/pytorch_practice
Language:Python2 01
AkariAsai/simple-amt
A microframework for working with Amazon's Mechanical Turk
Language:Python2 0
AkariAsai/sparse-to-dense.pytorch
PyTorch Implementation of ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image"
Language:Python3 01