epfl-dlab / GenIE
The autoregressive information extraction system GenIE (Generative Information Extraction) implemented in PyTorch.
☆99Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GenIE
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆100Updated 9 months ago
- ☆92Updated 3 years ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆67Updated last year
- This is the code for our KILT leaderboard submissions (KGI + Re2G models).☆148Updated last year
- Structured Prediction as Translation between Augmented Natural Languages☆131Updated 2 years ago
- Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"☆107Updated 6 months ago
- ☆55Updated last year
- Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks☆63Updated 2 years ago
- Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"☆60Updated last year
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 2 years ago
- Dense hybrid representations for text retrieval☆62Updated last year
- cRocoDiLe is a dataset extraction tool for Relation Extraction using Wikipedia and Wikidata presented in REBEL (EMNLP 2021).☆64Updated last year
- Dataset for NAACL 2021 paper: "QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization"☆110Updated last year
- SacreROUGE is a library dedicated to the use and development of text generation evaluation metrics with an emphasis on summarization.☆138Updated 2 years ago
- LogiTorch is a PyTorch-based library for logical reasoning on natural language☆68Updated 2 months ago
- Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)☆76Updated last year
- The official code for PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization☆153Updated 2 years ago
- A Python Commonsense Knowledge Inference Toolkit☆63Updated 11 months ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆143Updated 2 years ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆96Updated last year
- Dataset for NAACL 2021 paper: "DART: Open-Domain Structured Data Record to Text Generation"☆149Updated 2 years ago
- Contrastive Fact Verification☆70Updated 2 years ago
- Code for Editing Factual Knowledge in Language Models☆135Updated 2 years ago
- Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction☆67Updated 2 years ago
- Code for our paper "Graph Pre-training for AMR Parsing and Generation" in ACL2022☆95Updated 6 months ago
- ☆70Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆84Updated 2 years ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆136Updated last year
- Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (h…☆81Updated 3 years ago
- FactSumm: Factual Consistency Scorer for Abstractive Summarization☆109Updated 10 months ago