We are creating a challenging new benchmark MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models. Retrieval question answering (ReQA) is the task of retrieving a sentence-level answer to a question from an open corpus. MultiReQA is a new multi-domain ReQA evaluation suite composed of eight retrieval QA tasks drawn from pu…
☆31Jul 9, 2020Updated 5 years ago
Alternatives and similar repositories for MultiReQA
Users that are interested in MultiReQA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆42Sep 25, 2019Updated 6 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
- This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".☆80Jun 3, 2021Updated 4 years ago
- FaVIQ: Fact Verification from Information-seeking Questions☆43Nov 23, 2022Updated 3 years ago
- The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".☆71Jul 25, 2024Updated last year
- Open-Retrieval Conversational Machine Reading: A new setting & OR-ShARC dataset☆13Nov 19, 2022Updated 3 years ago
- An original implementation of EMNLP 2020, "AmbigQA: Answering Ambiguous Open-domain Questions"☆121Apr 23, 2022Updated 3 years ago
- ☆22Oct 14, 2021Updated 4 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24May 1, 2022Updated 3 years ago
- The code of Paper "Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering".☆22Sep 1, 2022Updated 3 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- This is the repository of the Dense Hierarchical Retrieval for Open-Domain Question Answering☆14Dec 23, 2021Updated 4 years ago
- ☆131Dec 10, 2022Updated 3 years ago
- ☆31Jun 19, 2020Updated 5 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Aug 13, 2020Updated 5 years ago
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)☆200Jul 6, 2023Updated 2 years ago
- Tutorials on training and testing retrieval-based models (DrQA & DPR)☆51Nov 30, 2020Updated 5 years ago
- 🤖📇 handling multiple nlp task in one pipeline☆57Sep 18, 2025Updated 6 months ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Oct 13, 2020Updated 5 years ago
- ☆13Sep 2, 2021Updated 4 years ago
- Portal Tutorial☆11Feb 3, 2018Updated 8 years ago
- The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".☆435Jul 25, 2024Updated last year
- Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval☆43Jun 12, 2023Updated 2 years ago
- ☆12Nov 9, 2018Updated 7 years ago
- Multi-hop dense retrieval for question answering☆219Oct 12, 2021Updated 4 years ago
- Codes for coreference-aware machine reading comprehension☆13Mar 13, 2022Updated 4 years ago
- ☆18Apr 16, 2021Updated 4 years ago
- A repo to keep all resources about interpretability in NLP organised and up to date☆12Nov 22, 2020Updated 5 years ago
- opentqa is a open framework of the textbook question answering, which includes xtqa, mcan, cmr, mfb, mutan.☆11Mar 27, 2021Updated 4 years ago
- An implementation of DIP-VAE from the paper "Variational Inference of Disentangled Latent Concepts from Unlabelled Observations" by Kumar…☆26Apr 20, 2018Updated 7 years ago
- ☆64Oct 9, 2022Updated 3 years ago
- ☆11Aug 10, 2021Updated 4 years ago
- Symmetric evaluation set based on the FEVER (fact verification) dataset☆52Apr 5, 2021Updated 4 years ago
- This repository houses the IMPlicature and PRESupposition diagnostic dataset (IMPPRES), consisting of >25k semiautomatically generated se…☆19Sep 15, 2021Updated 4 years ago
- Faiss bindings for Java☆24Oct 9, 2020Updated 5 years ago
- TyDi QA contains 200k human-annotated question-answer pairs in 11 Typologically Diverse languages, written without seeing the answer and …☆317May 28, 2020Updated 5 years ago
- Authors' implementation of EMNLP-IJCNLP 2019 paper "Answering Complex Open-domain Questions Through Iterative Query Generation"☆195Oct 29, 2019Updated 6 years ago
- Flexible classic and NeurAl Retrieval Toolkit☆223Jun 28, 2025Updated 8 months ago
- Code and data for ACL2021 paper Cross-Lingual Abstractive Summarization with Limited Parallel Resources.☆46Aug 13, 2021Updated 4 years ago