open-domain-qa

There are 2 repositories under open-domain-qa topic.

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
information-retrieval knowledge-base nlp open-domain-qa passage-retrieval slot-filling
Language:Python 606
AkariAsai / learning_to_retrieve_reasoning_paths
The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".
open-domain-qa multi-hop-reasoning hotpotqa squad natural-questions retrieval reading-comprehension
Language:Python 434
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)
open-domain-question-answering open-domain-qa question-answering natural-questions triviaqa webq natural-language-processing pytorch nlp information-retrieval
Language:Python 109
krystalan / Multi-hopRC
:notebook_with_decorative_cover: notes for Multi-hop Reading Comprehension and open-domain question answering
question-answering natural-language-processing nlp paper-list machine-reading-comprehension open-domain-qa
86
AkariAsai / XORQA
This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".
multilingual open-domain-qa question-answering
Language:Python 80
eladsegal / strategyqa
The official code of TACL 2021, "Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies".
dataset open-domain-qa question-answering
Language:Python 80
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
question-answering seq2seq-model retrieval-model reranking openqa open-domain-qa
Language:Python 74
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.
artificial-intelligence dataset explainable-ai iclr2023 machine-learning nlp nlp-datasets open-domain-qa question-answering
Language:Python 48
ehsk / OpenQA-eval
ACL 2023: Evaluating Open-Domain Question Answering in the Era of Large Language Models
evaluation large-language-models open-domain-qa openai-api question-answering
Language:Python 47
voidism / EAR
Code for the ACL 2023 long paper - Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
bm25 dense-retrieval open-domain-qa query-expansion question-answering retrieval
Language:Python 37
yuchenlin / OpenCSR
Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)
commonsense-knowledge commonsense-reasoning information-retrieval open-domain-qa question-answering
Language:Python 32
monk1337 / Awesome-Question-Answering
Awesome Question Answering
awesome awesome-list awesome-resources machine-learning natural-language-processing nlp question-answer-generation question-answer-machine question-answering question-answering-system question-generation awesome-question-answer open-domain-qa open-domain-question-answering
30
sean0042 / Open_WikiTable
Open-WikiTable :Dataset for Open Domain Question Answering with Complex Reasoning over Table
odqa open-domain-qa open-domain-question-answering table-qa table-retrieval
Language:Python 26
soco-ai / SF-QA
Evaluation framework for open-domain question answering.
natural-language-processing mrc squad machine-reading-comprehension open-domain-qa
Language:Python 20
Yifan-Gao / open_retrieval_conversational_machine_reading
Open-Retrieval Conversational Machine Reading: A new setting & OR-ShARC dataset
conversational-ai conversational-machine-reading conversational-question-answering open-domain-qa question-generation reading-comprehension
Language:Python 13
arasgungore / BERT-base-Turkish-QA
A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.
nlp natural-language-processing haystack question-answering nlp-machine-learning multilingual-evaluation haystack-pipeline bert-model huggingface turkish-nlp bert-fine-tuning open-domain-qa huggingface-transformer huggingface-transformers xquad hugging-face huggingface-pipeline question-answering-system bert dataset
Language:Jupyter Notebook 12
siddharthkhincha / Inter-IIT-11-Devrev
IIT Guwahati's Gold Medal winning solution to DevRev’s Expert Answers in a Flash Improving Domain-Specific QA
cpu natural-language-processing open-domain-qa question-answering reader retrieval speed
Language:Jupyter Notebook 10
aybaras / BERT-base-Turkish-QA
A Turkish question answering system made by fine-tuning BERTurk and XLM-Roberta models.
question-answering bert-model bert-fine-tuning turkish-nlp nlp natural-language-processing nlp-machine-learning question-answering-system haystack huggingface huggingface-transformer hugging-face huggingface-transformers haystack-pipeline huggingface-pipeline xquad multilingual-evaluation open-domain-qa bert dataset
Language:Jupyter Notebook 9
svjack / GLM-Open-Dialogue
A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling
chinese dialog dialogpt dialogue glm open-domain-dialog open-domain-qa prompt t5 t5-model translation autoregressive-models autoregressive-neural-networks generator seq2seq stable-diffusion negative-prompt qa question-answering question-answering-system
Language:Python 8
deokhk / DoTTeR
Source code for Denoising Table-Text Retrieval for Open-Domain Question Answering (LREC-COLING 2024)
open-domain-qa ott-qa
Language:Python 7
svjack / Daliy-Dialogue
A Daliy Dialogue Context Generator trained with Bloom and GPT
bloom chinese dialog dialogpt dialogue english generator gpt gpt2 open-domain-dialog open-domain-qa qa question-answering question-answering-system seq2seq translation big-science
Language:Python 7
xiangyue9607 / C-MORE
Code for the ACL2022 paper "C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References"
question-answering open-domain-qa pretrained-language-model nlp retrieval
7
chiennv2000 / Vietnamese-Open-Domain-Question-Answering
Question Answering Interactive System
vietnamese question-answering chatbot chatbots open-domain-qa open-domain-dialog open-domain-question-answering pytorch
Language:Python 6
gauravsinha7 / IRNQA
Pytorch implementation of "An Interpretable Reasoning Network for Multi-Relation Question Answering"
machine-learning nlp open-domain-qa question-answering
Language:Python 6
dean-sh / Conv-AI-Papers
Papers in the field of Open Domain, Personalized Conversational AI.
nlp chatbot dialogue-generation natural-language-procressing persona conversational-ai dialog open-domain-dialog open-domain-qa
4
fhaoguo / DrQA_EXT
开放域问答项目，在Facebookresearch/DrQA基础上进行扩展支持中文，阅读维基百科回答开放领域问题
open-domain-qa
Language:Python 2
Souptik96 / SmolLM3-RAG-Project
SmolLM3-RAG: A High-Performance, Low-Cost RAG System
ai domain-adaptation fine-tuning finetuning-llms huggingface huggingface-transformers language-models llama-factory llama-index llm machine-learning open-domain-qa open-source rag research-llm-knowledge-democratization retrieval-augmented-generation small-language-models parameter-efficient-finetuning
Language:Jupyter Notebook 2
joeyliang1024 / Natural-Language-Processing
蔡老師的課程作業
classification jupyter named-entity-recognition nlp open-domain-qa pandas python3 pytorch
Language:Jupyter Notebook 1
KavinRV / FiD-eff
Modifications to Fusion in Decoder architecture to make more it efficient
multihop-question-answering nlp open-domain-qa question-answering
0
r-gheda / rag-complex-qa
Prompt-engineered RAGs for Open Domain Complex QA
flan-t5 llama3 mistral mistral-7b nlp open-domain-qa open-domain-question-answering question-answering rag retrieval-augmented-generation
Language:Jupyter Notebook 0
YooEunseok / TF-KD-DPR
A dense passage retriever model using a knowledge distillation technique that uses the student model itself as a teacher model.
deep-learning dense-retrieval knowledge-distillation nlp open-domain-qa pytorch
Language:Python 0