Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/the-finai/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 29 Jun 2024

https://github.com/ukairia777/tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

bert bert-ner dpo huggingface keras-tutorial llama llm lora named-entity-recognition natural-language-processing nlp nlp-tutorial question-answering sft tensorflow trainer transformers

Last synced: 29 Jun 2024

https://github.com/ymcui/cmrc2018

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

bert natural-language-processing question-answering reading-comprehension

Last synced: 28 Jun 2024

https://github.com/ppasupat/WikiTableQuestions

A dataset of complex questions on semi-structured Wikipedia tables

compositional-semantics dataset question-answering semantic-parsing

Last synced: 28 Jun 2024

https://github.com/THUDM/CogQA

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

bert graph-neural-networks question-answering

Last synced: 23 Jun 2024

https://github.com/michiyasunaga/qagnn

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

biomedical-applications commonsense-reasoning graph-neural-networks knowledge-graph language-model question-answering

Last synced: 23 Jun 2024

https://github.com/RUCAIBox/MVP

This repository is the official implementation of our paper MVP: Multi-task Supervised Pre-training for Natural Language Generation.

data-to-text dialog multi-task-learning natural-language-generation natural-language-processing nlg nlp plm pre-trained-model question-answering question-generation seq2seq sequence-to-sequence story-generation summarization text-generation

Last synced: 23 Jun 2024

https://github.com/etalab/piaf-site

Site de présentation du projet PIAF: pour une IA francophone

ai annotation ia piaf platform question-answering

Last synced: 21 Jun 2024

https://github.com/jaron/sciencegraph

A comprehensive knowledge graph of scientific concepts

knowledge-graph neo4j nlp question-answering

Last synced: 20 Jun 2024

https://github.com/BDBC-KG-NLP/QA-Survey-CN

北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对学术界和工业界进行了相关总结。

cqa kbqa nlp qa qa-survey question-answering survey tqa vqa

Last synced: 20 Jun 2024

https://github.com/stanfordnlp/mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

attention clevr compositional-attention-networks machine-reasoning question-answering tensorflow vqa

Last synced: 19 Jun 2024

https://github.com/kushalkafle/DVQA_dataset

DVQA Dataset: A Bar chart question answering dataset presented at CVPR 2018

bar-chart cvpr2018 dataset deep-learning question-answering vqa

Last synced: 19 Jun 2024

https://github.com/snap-stanford/GreaseLM

[ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

biomedical-ques commonsense-reasoning graph-neural-networks knowledge-graph language-model question-answering

Last synced: 16 Jun 2024

https://github.com/PaddlePaddle/RocketQA

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

dense-retrieval information-retrieval nlp question-answering

Last synced: 16 Jun 2024

https://github.com/texttron/tevatron

Tevatron - A flexible toolkit for neural retrieval research and development.

dense-retrieval dpr flax information-retrieval jax pytorch question-answering transformer

Last synced: 16 Jun 2024

https://github.com/BshoterJ/awesome-kgqa

A collection of some materials of knowledge graph question answering

awesome-list kbqa knowledge-graph question-answering

Last synced: 15 Jun 2024

https://github.com/zjukg/KnowPAT

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

domain-specific-qa instruction-tuning knowledge-graph large-language-models preference-alignment question-answering

Last synced: 13 Jun 2024

https://github.com/salesforce/DialogStudio

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

conversational-ai dataset dialog instruction-tuning language-model natural-language-generation natural-language-understanding open-domain-dialog open-source question-answering

Last synced: 13 Jun 2024

https://github.com/guillaume-be/rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

Last synced: 09 Jun 2024

https://github.com/grumpyp/aixplora

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

audio chat chatbot chatgpt embeddings embeddings-model generativeai llm llms nlp openai ownfiles pdf question-answering search second-brain vectorstore

Last synced: 08 Jun 2024

https://github.com/redis-developer/ArXivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ai arxiv langchain machine-learning openai python question-answering rag redis retrieval retrieval-augmented-generation streamlit vector-database vector-search

Last synced: 08 Jun 2024

https://github.com/pchunduri6/rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

ai chatgpt gpt llm question-answering rag retrieval-augmented-generation vector-database

Last synced: 08 Jun 2024

https://github.com/deepset-ai/FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 07 Jun 2024

https://github.com/krishna-sharma19/SBU-QA

This repository uses pretrain BERT embeddings for transfer learning in QA domain

bert-model fine-tuning question-answering question-generation tensorflow transfer-learning

Last synced: 06 Jun 2024

https://github.com/ant-research/fin_domain_llm

Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

finance gpt large-language-models question-answering

Last synced: 04 Jun 2024

https://github.com/ankane/informers

State-of-the-art natural language processing for Ruby

named-entity-recognition question-answering sentiment-analysis

Last synced: 02 Jun 2024

https://github.com/mazzasaverio/fastapi-langchain-rag

(Let's start with a) Scalable question-answering system utilizing FastAPI, LangChain (LCEL), and PGVector, featuring an ingestion pipeline. Deployed on GCP Cloud Run via Terraform.

chatbot cloud-run fastapi langchain pgvector question-answering rag

Last synced: 02 Jun 2024

https://github.com/model-zoo/shift-ctrl-f

🔎 Search the information available on a webpage using natural language instead of an exact string match.

bert chrome-extension natural-language question-answering semantic-search tensorflow tensorflowjs unpacked-extension

Last synced: 02 Jun 2024

https://github.com/SimmerChan/KG-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

knowledge-graph question-answering

Last synced: 31 May 2024

https://github.com/huggingface/node-question-answering

Fast and production-ready question answering in Node.js

bert nlp nodejs question-answering tensorflow transformers typescript

Last synced: 31 May 2024

https://github.com/whitead/paper-qa

LLM Chain for answering questions from documents with citations

chatgpt nlp question-answering

Last synced: 19 May 2024

https://github.com/nlpcloud/nlpcloud-js

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

ad-generator chatbot code-generation conversational-ai embeddings intent-classification keywords-extraction language-detection machine-translation ner nlp paraphrasing question-answering semantic-similarity sentiment-analysis text-classification text-generation text-summarization tokenization

Last synced: 16 May 2024

https://github.com/bat67/awesome-deep-learning-and-machine-learning-questions

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

answers collection collections deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning faq interview machine-learning machine-learning-algorithms machinelearning question-answering questions questions-and-answers quora stackexchange stackoverflow website zhihu

Last synced: 16 May 2024

https://github.com/sizovs/ama

Hi. I am Eduards Sizovs. 👋 You can ask my anything there.

ama ask-me-anything question-answering questions questions-and-answers

Last synced: 15 May 2024

https://github.com/erdaltsksn/ama

This is a place for members of the community to ask me (@erdaltsksn) questions and receive answers.

ama answers ask ask-erdal ask-me-anything erdal erdaltaskesen erdaltsksn interview meta open-content personal question-and-answer question-answering questions questions-and-answers

Last synced: 15 May 2024

https://github.com/tenhobi/ama

Ask me anything!

ama ask ask-me-anything question-answering

Last synced: 15 May 2024

https://github.com/sindresorhus/ama

[[I'm slow at replying these days, but I hope to get back to answering questions eventually]] Ask me anything!

ama answers ask ask-me-anything meta open-content personal question-answering questions questions-and-answers

Last synced: 15 May 2024

https://github.com/PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie

Last synced: 15 May 2024

https://github.com/felladrin/MiniSearch

Minimalist web-searching app with an AI assistant that runs directly from your browser. Uses Web-LLM, Ratchet-ML, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space

ai artificial-intelligence generative-ai gpu-accelerated information-retrieval llm llm-inference machine-learning nlp question-answering retrieval-augmented-generation search search-engine typescript

Last synced: 14 May 2024

https://github.com/suamin/awesome-kg-qaie

Awesome quickstart readings and resources for KGs with applications in QA and IE.

awesome awesome-list information-extraction knowledge-base knowledge-graph question-answering

Last synced: 14 May 2024

https://github.com/ymcui/Chinese-RC-Datasets

Collections of Chinese reading comprehension datasets

question-answering reading-comprehension

Last synced: 13 May 2024

https://github.com/lixinsu/RCZoo

question answering, reading comprehension toolkit

deep-learning question-answering reading-comprehension

Last synced: 13 May 2024

https://github.com/krystalan/Multi-hopRC

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

machine-reading-comprehension natural-language-processing nlp open-domain-qa paper-list question-answering

Last synced: 13 May 2024

https://github.com/thunlp/OpenQA

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

question-answering reading-comprehension

Last synced: 11 May 2024

https://github.com/husseinmozannar/SOQAL

Arabic Open Domain Question Answering System using Neural Reading Comprehension

arabic arabic-language arabic-nlp deep-learning nlp question-answering reading-comprehension tf-idf

Last synced: 10 May 2024

https://github.com/momegas/megabots

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

chatbot faiss fastapi gpt-35-turbo gpt-4 information-retrieval langchain llama natural-language-processing nlp pinecone prompt-engineering python question-answering s3

Last synced: 10 May 2024

https://github.com/etalab/piaf

Question Answering annotation platform - Plateforme d'annotation

ai annotation annotation-tool natural-language-processing piaf question-answering text-annotation

Last synced: 09 May 2024

https://github.com/milvus-io/bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

audio-search benchmark-testing deep-learning hacktoberfest image-classification image-recognition image-search milvus nlp python question-answering unstructured-data

Last synced: 07 May 2024

https://github.com/deepset-ai/haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models machine-learning nlp python pytorch question-answering semantic-search squad summarization transformers

Last synced: 07 May 2024

https://github.com/seriousran/awesome-qa

😎 A curated list of the Question Answering (QA)

awesome awesome-list bert deepqa machine-comprehension nlp question-answering squad watson

Last synced: 05 May 2024

https://github.com/cdqa-suite/cdQA-annotator

⛔ [NOT MAINTAINED] A web-based annotator for closed-domain question answering datasets with SQuAD format.

annotator natural-language-processing question-answering reading-comprehension vuejs

Last synced: 02 May 2024

https://github.com/vinhkhuc/MemN2N-babi-python

End-To-End Memory Networks for bAbI question-answering tasks

machine-learning python question-answering

Last synced: 02 May 2024

https://github.com/pkumod/gAnswer

A KBQA system based on DBpedia.

dbpedia question-answering semantic-parsing sparql

Last synced: 30 Apr 2024

https://github.com/MiuLab/FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

machine-comprehension nlp pytorch question-answering

Last synced: 27 Apr 2024