Library for Knowledge Intensive Language Tasks
☆970Mar 31, 2022Updated 3 years ago
Alternatives and similar repositories for KILT
Users that are interested in KILT are comparing it to the libraries listed below
Sorting:
- Autoregressive Entity Retrieval☆796Jul 6, 2023Updated 2 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,863Apr 6, 2023Updated 2 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- Entity Linker solution☆1,206Sep 21, 2023Updated 2 years ago
- Code and data to support the paper "PAQ 65 Million Probably-Asked Questions andWhat You Can Do With Them"☆209Aug 31, 2021Updated 4 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Jun 15, 2022Updated 3 years ago
- LAnguage Model Analysis☆1,390Jul 7, 2024Updated last year
- Fusion-in-Decoder☆592Oct 4, 2023Updated 2 years ago
- Shared repository for open-sourced projects from the Google AI Language team.☆1,760Updated this week
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,036Mar 9, 2026Updated last week
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 4 years ago
- Adversarial Natural Language Inference Benchmark☆399May 12, 2022Updated 3 years ago
- Search Engines with Autoregressive Language models☆295Apr 4, 2023Updated 2 years ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,107Oct 16, 2025Updated 5 months ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,626Jun 12, 2023Updated 2 years ago
- Multi-hop dense retrieval for question answering☆219Oct 12, 2021Updated 4 years ago
- LUKE -- Language Understanding with Knowledge-based Embeddings☆727Nov 19, 2023Updated 2 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,050Jan 9, 2024Updated 2 years ago
- Scripts and links to recreate the ELI5 dataset.☆325Aug 31, 2021Updated 4 years ago
- The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".☆435Jul 25, 2024Updated last year
- Longformer: The Long-Document Transformer☆2,189Feb 8, 2023Updated 3 years ago
- Code to support the paper "Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets"☆65Aug 31, 2021Updated 4 years ago
- FaVIQ: Fact Verification from Information-seeking Questions☆43Nov 23, 2022Updated 3 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆385Jan 6, 2026Updated 2 months ago
- ACL2020 Tutorial: Open-Domain Question Answering☆835Jan 1, 2021Updated 5 years ago
- An original implementation of EMNLP 2020, "AmbigQA: Answering Ambiguous Open-domain Questions"☆121Apr 23, 2022Updated 3 years ago
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆195Jun 14, 2023Updated 2 years ago
- UnifiedQA: Crossing Format Boundaries With a Single QA System☆445May 9, 2022Updated 3 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆146Feb 21, 2022Updated 4 years ago
- Neural Text Generation with Unlikelihood Training☆310Aug 31, 2021Updated 4 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆168Oct 7, 2022Updated 3 years ago
- jiant is an nlp toolkit☆1,674Jul 6, 2023Updated 2 years ago
- QED: A Framework and Dataset for Explanations in Question Answering☆119Aug 3, 2021Updated 4 years ago
- FastFormers - highly efficient transformer models for NLU☆709Mar 21, 2025Updated last year
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,370Mar 23, 2024Updated last year
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,927Feb 14, 2023Updated 3 years ago
- NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT☆234Jun 7, 2023Updated 2 years ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆772Apr 7, 2023Updated 2 years ago
- ☆187Jul 2, 2025Updated 8 months ago