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GitHub topics: open-domain-qa

eladsegal/strategyqa

The official code of TACL 2021, "Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies".

Language: Python - Size: 25.5 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 72 - Forks: 17

krystalan/Multi-hopRC

:notebook_with_decorative_cover: notes for Multi-hop Reading Comprehension and open-domain question answering

Size: 1.23 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 86 - Forks: 9

AkariAsai/learning_to_retrieve_reasoning_paths

The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

Language: Python - Size: 337 KB - Last synced at: 14 days ago - Pushed at: 11 months ago - Stars: 433 - Forks: 64

princeton-nlp/DensePhrases

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

Language: Python - Size: 17.5 MB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 604 - Forks: 76

ehsk/OpenQA-eval

ACL 2023: Evaluating Open-Domain Question Answering in the Era of Large Language Models

Language: Python - Size: 621 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 1

DevSinghSachan/emdr2

Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 2021)

Language: Python - Size: 611 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 109 - Forks: 10

monk1337/Awesome-Question-Answering

Awesome Question Answering

Size: 55.7 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 4

AkariAsai/XORQA

This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".

Language: Python - Size: 908 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 79 - Forks: 7

yuchenlin/OpenCSR

Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)

Language: Python - Size: 67.7 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 31 - Forks: 5

YooEunseok/TF-KD-DPR

A dense passage retriever model using a knowledge distillation technique that uses the student model itself as a teacher model.

Language: Python - Size: 16.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

r-gheda/rag-complex-qa

Prompt-engineered RAGs for Open Domain Complex QA

Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: 10 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

deokhk/DoTTeR

Source code for Denoising Table-Text Retrieval for Open-Domain Question Answering (LREC-COLING 2024)

Language: Python - Size: 203 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

voidism/EAR

Code for the ACL 2023 long paper - Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering

Language: Python - Size: 526 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 29 - Forks: 2

matt-seb-ho/WikiWhy

WikiWhy is a new benchmark for evaluating LLMs' ability to explain between cause-effect relationships. It is a QA dataset containing 9000+ "why" question-answer-rationale triplets.

Language: Python - Size: 28.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 1

arasgungore/BERT-base-Turkish-QA Fork of aybaras/BERT-base-Turkish-QA

A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.

Language: Jupyter Notebook - Size: 117 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

aybaras/BERT-base-Turkish-QA

A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.

Language: Jupyter Notebook - Size: 117 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 3

svjack/GLM-Open-Dialogue

A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling

Language: Python - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

siddharthkhincha/Inter-IIT-11-Devrev

DevRev’s Expert Answers in a Flash Improving Domain-Specific QA

Language: Jupyter Notebook - Size: 7.11 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 8

sean0042/Open_WikiTable

Open-WikiTable :Dataset for Open Domain Question Answering with Complex Reasoning over Table

Language: Python - Size: 53.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

KavinRV/FiD-eff

Modifications to Fusion in Decoder architecture to make more it efficient

Size: 9.05 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

svjack/Daliy-Dialogue

A Daliy Dialogue Context Generator trained with Bloom and GPT

Language: Python - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

morningmoni/GAR

Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

Language: Python - Size: 86.9 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 51 - Forks: 9

soco-ai/SF-QA

Evaluation framework for open-domain question answering.

Language: Python - Size: 3.01 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 5

chiennv2000/Vietnamese-Open-Domain-Question-Answering

Question Answering Interactive System

Language: Python - Size: 137 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

gauravsinha7/IRNQA

Pytorch implementation of "An Interpretable Reasoning Network for Multi-Relation Question Answering"

Language: Python - Size: 984 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 3

dean-sh/Conv-AI-Papers

Papers in the field of Open Domain, Personalized Conversational AI.

Size: 11.7 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

xiangyue9607/C-MORE

Code for the ACL2022 paper "C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References"

Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0

Yifan-Gao/open_retrieval_conversational_machine_reading

Open-Retrieval Conversational Machine Reading: A new setting & OR-ShARC dataset

Language: Python - Size: 54.3 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 3

Related Keywords
open-domain-qa 28 question-answering 20 nlp 13 natural-language-processing 7 open-domain-question-answering 5 question-answering-system 5 retrieval 4 open-domain-dialog 4 dataset 4 information-retrieval 3 dialog 3 machine-learning 3 pytorch 3 bert-model 2 haystack 2 bert-fine-tuning 2 bert 2 dense-retrieval 2 haystack-pipeline 2 hugging-face 2 huggingface 2 huggingface-pipeline 2 huggingface-transformer 2 huggingface-transformers 2 multilingual-evaluation 2 nlp-machine-learning 2 turkish-nlp 2 xquad 2 chinese 2 dialogpt 2 dialogue 2 generator 2 qa 2 seq2seq 2 translation 2 chatbot 2 conversational-ai 2 reading-comprehension 2 squad 2 question-generation 2 natural-questions 2 machine-reading-comprehension 2 big-science 1 multihop-question-answering 1 table-retrieval 1 table-qa 1 odqa 1 speed 1 reader 1 cpu 1 hotpotqa 1 t5-model 1 t5 1 stable-diffusion 1 multi-hop-reasoning 1 prompt 1 multilingual 1 conversational-question-answering 1 conversational-machine-reading 1 pretrained-language-model 1 persona 1 natural-language-procressing 1 dialogue-generation 1 vietnamese 1 chatbots 1 paper-list 1 mrc 1 seq2seq-model 1 retrieval-model 1 reranking 1 openqa 1 gpt2 1 gpt 1 english 1 bloom 1 commonsense-knowledge 1 commonsense-reasoning 1 nlp-datasets 1 iclr2023 1 explainable-ai 1 artificial-intelligence 1 query-expansion 1 bm25 1 ott-qa 1 retrieval-augmented-generation 1 rag 1 mistral-7b 1 mistral 1 llama3 1 flan-t5 1 knowledge-distillation 1 deep-learning 1 negative-prompt 1 glm 1 knowledge-base 1 passage-retrieval 1 slot-filling 1 evaluation 1 autoregressive-neural-networks 1 autoregressive-models 1