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.

OpenScholar

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

learning_to_retrieve_reasoning_paths

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

ATTEMPT

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

XORQA

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

logic_guided_qa

The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".

CORA

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

ScholarQABench

This repository contains ScholarQABench data and evaluation pipeline.

evidentiality_qa

The official implemetation of "Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks" (NAACL 2022).

extractive_rc_by_runtime_mt

Code and datasets of "Multilingual Extractive Reading Comprehension by Runtime Machine Translation"

unanswerable_qa

The official implementation for ACL 2021 "Challenges in Information Seeking QA: Unanswerable Questions and Paragraph Retrieval".

OpenScholar_ExpertEval

This repository contains expert evaluation interface and data evaluation script for the OpenScholar project.

Artificial_Intelligence

papers

Summaries of machine learning papers

pytorch-pretrained-BERT

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

wikiextractor

A tool for extracting plain text from Wikipedia dumps

word-embeddings-benchmarks

Package for evaluating word embeddings. This is forked from kududak/word-embeddings-benchmarks

AkariAsai

AkariAsai.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

AkariAsai.github.io_v1

ARC-Solvers

ARC Question Solvers

DrQA

Reading Wikipedia to Answer Open-Domain Questions

hunalign

Sentence aligner

KILT

Library for Knowledge Intensive Language Tasks

LAMA

LAnguage Model Analysis

lm-evaluation-harness

A framework for few-shot evaluation of language models.

pytorch-playground

My PyTorch playground for NLP

pytorch_practice

simple-amt

A microframework for working with Amazon's Mechanical Turk

sparse-to-dense.pytorch

PyTorch Implementation of ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image"