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information-retrieval x

230 search results found

A robust information gathering tool for large scale reconnaissance on Internet Relay Chat servers

tools for fast reading of docs

Senet For Weakly Supervised Relation Extraction ⭐ 35

On-device Speech-to-Index engine powered by deep learning

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

SIGIR 2017: Embedding-based query expansion for weighted sequential dependence retrieval model

⚖️ A Statutory Article Retrieval Dataset in French. (ACL 2022)

Bm25transformer ⭐ 30

(Python) transform a document-term matrix to an Okapi/BM25 representation

Sigir19 Neural Ir ⭐ 30

Source code for: On the Effect of Low-Frequency Terms on Neural-IR Models, SIGIR'19

Pyplexity ⭐ 30

Cleaning tool for web scraped text

[ICCV 2023] - Composed Image Retrieval on Common Objects in context (CIRCO) dataset

3d_model_retriever ⭐ 29

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

Graph Engine for Exploration and Search

NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval

CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.

Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2022)"

Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

Covid19 Irqa ⭐ 25

Netizenship ⭐ 25

a commandline #OSINT tool to find the online presence of a username in popular social media websites like Facebook, Instagram, Twitter, etc.

Unsupervised Passage Reranking ⭐ 24

Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"

Text Clf Baselines ⭐ 24

WideMLP for Text Classification

TheWebConf (WWW) 2023, the code and datasets for CIGF.

Hf Spacerini ⭐ 24

Plug-and-play Search Interfaces with Pyserini and Hugging Face

Fact Checking Rocks ⭐ 24

Fact checking baseline combining dense retrieval and textual entailment

Prospective search for python

Multilingual Retrieval on Yelp Search Engine ⚡

Composeae ⭐ 23

Official code for WACV 2021 paper - Compositional Learning of Image-Text Query for Image Retrieval

Easy Elasticsearch ⭐ 22

Using business-level retrieval system (BM25) with Python in just a few lines.

A Benchmark Workflow and Dataset Collection for Query Refinement

SIGIR'22 paper: Axiomatically Regularized Pre-training for Ad hoc Search

Ir_axioms ⭐ 21

↕️ Intuitive axiomatic retrieval experimentation.

Atarashi ⭐ 21

Atarashi scans for license statements in open source software, focusing on text statistics. Designed to work stand-alone and with FOSSology.

[CIKM 2023] This is the code repo for our CIKM‘23 paper "Text Matching Improves Sequential Recommendation by Reducing Popularity Biases".

Swot_simulator ⭐ 20

SWOT Simulator for Ocean Science

Ance Tele ⭐ 19

Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives".

Kex is a python library for unsupervised keyword extraction from a document, providing an easy interface and benchmarks on 15 public datasets.

Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)

Ai Distillery ⭐ 17

Automatically modelling and distilling knowledge within AI. In other words, summarising the AI research firehose.

Python library for extracting HPO encoded phenotypes from text

Unsupclir ⭐ 16

Approximate fuzzy subgraph matching in polynomial time

Query_completion ⭐ 15

Personalized Query Completion

A full-text article retrieval pipeline for biomedical literature.

Columbiau Rocchio Search Query Expander ⭐ 15

Implements Rocchio Query Expansion - similar to "related searches:" found at popular search engines but based on relevant documents selected by the end-user

Wikipedia Search Engine ⭐ 15

Involves building a search engine on the Wikipedia Data Dump using the data dump of 2013 of size 43 GB. The search results returns in real time.

Code repo for SIGIR 2021 paper "Few-Shot Conversational Dense Retrieval"

Information Retrieval ⭐ 15

Elasticsearch, MongoDB, Tornado Server, RESTful API, Python, Information Retrieval, Machine Learning, Web Crawler

Personified Chatbot ⭐ 14

A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.

Ml Nlp Services ⭐ 14

机器学习、深度学习、自然语言处理

Image Retrieval ⭐ 14

Content-Based Image Retrieval (CBIR) using Faiss (Facebook) and many different feature extraction methods ( VGG16, ResNet50, Local Binary Pattern, RGBHistogram)

Code for the paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval

Wsdm Digg 2020 ⭐ 14

Pysimsearch ⭐ 14

Python library for similarity search on text data (such as web pages). Currently intended primarily for pedagogical purposes.

Pybool_ir ⭐ 13

Toolkit for domain-specific information retrieval experimentation

Information_retrieval_system ⭐ 13

The goal of this project is to implement a basic information retrieval system using Python, NLTK and GenSIM.

Inverse Cloze Task ⭐ 13

Test code of Inverse cloze task for information retrieval

Paperlist_nlp_ir_rec_ai_conference ⭐ 13

2016-至今nlp/ir/recsys/ai相关顶会的论文清单paperlist列表含目录，方便直

Code for generating Quasimodo, a commonsense knowledge base.

⚖️ A Graph-augmented Dense Statute Retriever. (EACL 2023)

Python package of commonly used metrics for evaluating information retrieval models.

Search 101 ⭐ 12

Materials for PyCon 2014 Search 101: An Introduction to Information Retrieval

Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.

Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information Extraction (IE) applications with LLMs

Who Killed Laura Palmer ⭐ 12

Simple Question Answering system, based on data crawled from Twin Peaks Wiki. It is built using 🔍 Haystack, an awesome open-source framework for building search systems that work intelligently over large document collections.

A deep learning library for identifying keyphrases from text

HiCAL is a system for efficient high-recall retrieval with an adaptable assessing interface.

Kgsearch ⭐ 12

Query and visualize knowledge graphs

Information gathring tool help you to determine the location of any website server

Pagerank For Information Retrieval In Python ⭐ 11

Rank the pages in the corpus by considering the inlinks and outlinks. Also handling dead ends and spider traps. Topic Specific Page Rank and visualization of page links using igraph

Whiplash ⭐ 11

Serverless, lightweight, and fast vector database on top of DynamoDB

KDD 2023, the code and datasets for HPMR.

Scalable Recognition With A Vocabulary Tree ⭐ 11

A python implementation of the paper "Scalable Recognition with a Vocabulary Tree, D. Nister, H. Stewenius, 2006"

Bug Localization By Dnn And Rvsm ⭐ 11

predicting the buggy source files from the bug reports.

Alana_learning_to_rank ⭐ 11

Neural Response Ranker for Alana, Heriot-Watt University's Alexa Prize Socialbot

A python package for Information Retrieval

Ecir2019 Qac ⭐ 10

Supplemental material (data and models) for the paper "Identifying Unclear Questions in Community Question Answering Websites" in ECIR'19.

Nutshell ⭐ 10

An unsupervised text summarization and information retrieval library under the hood using natural language processing models

Python Bm25 ⭐ 10

Python implementation of BM25 function for document retrieval

Code for the paper: Modular Retrieval for Generalization and Interpretation.

ACM Transactions on Information Systems (TOIS), the code and datasets for CKML.

a shared space for humans and machines to work together to update systematic reviews.

Query Performance Prediction for Conversational Search (QPP4CS)

Covid19_stats ⭐ 9

코로나-19 에 대한 확진/완치/사망 에 대한 국내, 해외 정보를 수집합니다. Data scrapes Covid-19 Confirmed/Cured/Deceases Cases.

Solr Relevance Ranking Analysis ⭐ 9

Solr Relevance Ranking Analysis and Visualization Tool

Search Engine ⭐ 9

Implementing a simple search-engine based on information retrieval concepts as my IR course project at AUT

Autograph Obsidian ⭐ 9

Automatic knowledge graph generation for Obsidian.md

Fortehealth ⭐ 9

The project is in the incubation stage and still under development. ForteHealth is a flexible and powerful ML workflow builder for biomedical and clinical scenarios. This is part of the CASL project: http://casl-project.ai/

This app allows users to easily query a PDF document using OpenAI's GPT-3 language model in Google Colab, utilizing Google Drive for storage.

Semanticmse ⭐ 8

Implementation query expansion in semantic meta-search engine. The resulting expansion system is called Wiki-MetaSemantik.

Deeptrust ⭐ 8

DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies

Query Expansion ⭐ 8

Developing different methods for expanding a query/topic in information retrieval and choosing the best expanded query using similarity measures.

This repo has the PyTorch implementation and datasets of our WSDM 2023 paper: “Multi-queue Momentum Contrast for Microvideo-Product Retrieval”.

Coordinateascent ⭐ 8

Python implementation of the Coordinate Ascent algorithm

Inforetrieval ⭐ 8

Inverted Indexer, web crawler, sort, search and poster steamer written using Python for information retrieval.

Recommendation Engine ⭐ 8

Recommendation engine and it's algorithms in python , R .

Real-time Relevant Recommendation Suggestion

Osintgram ⭐ 8

Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname

Rank_text_cnn ⭐ 7

Implementation of Learning to Rank Short Text Pairs with CNNs SIGIR'15 in Keras.

Content-Based Image Retrieval System

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