UnifiedQA: Crossing Format Boundaries With a Single QA System

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

ACL 2021: Question Answering over Temporal Knowledge Graphs

We introduce a way to extend sparse dictionary learning to deep architectures.

Drive a browser with GPT-3

Using correlated substitutions to infer recombination rates in RNA viruses

Patching open-vocabulary models by interpolating weights

Entity-Based Knowledge Conflicts in Question Answering. Code repo for EMNLP2021 paper: https://aclanthology.org/2021.emnlp-main.565/

Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arxiv.org/abs/2205.09726).

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

a twist of Dijkstra's algorithm to compute the most beautiful path instead of the shortest path

[ICLR 2022] Towards Continual Knowledge Learning of Language Models

The last data dump of Freebase with introductory explanation of its schema

Train Dense Passage Retriever (DPR) with a single GPU

Meandering In Networks of Entities to Reach Verisimilar Answers

Mapping Wikipedia pages to Wikidata IDs and vice versa.

Codebase for running (conditional) probing experiments

Supplementary code for the paper: Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19

Autoregressive Entity Retrieval

A framework for evaluating Knowledge Graph Embedding Models in a fine-grained manner.

A framework for building (and incrementally growing) graph-based data structures used in hierarchical or DAG-structured clustering and nearest neighbor search

Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. WSDM 2021.