This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

The Few-Shot Bot: Prompt-Based Learning for Dialogue Systems

UnifiedQA: Crossing Format Boundaries With a Single QA System

Official repository of the R2-D2's pipeline

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

NAACL2021 - COIL Contextualized Lexical Retriever

Implementation for our AAAI2021 paper (Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction).

Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535