Guzpenha

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https://guzpenha.github.io/guzblog/

Gustavo Penha's starred repositories

styleguide

Style guides for Google-originated open-source projects

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google-research

Google Research

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models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Language:PythonApache-2.06892 270 1983

PLMpapers

Must-read Papers on pre-trained language models.

coding-problems

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

Language:PythonMIT3266 86 10

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

rank_bm25

A Collection of BM25 Algorithms in Python

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allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

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InterviewRoom

Contains all important data structure and algorithms problems asked in interviews

pyterrier

A Python framework for performing information retrieval experiments, building on http://terrier.org/

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pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

Language:Jupyter NotebookApache-2.0338 12 85

DialogRPT

EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"

Language:PythonMIT335 8 12

ir_datasets

Provides a common interface to many IR ranking datasets.

Language:PythonApache-2.0314 10 162

FlexNeuART

Flexible classic and NeurAl Retrieval Toolkit

Language:JavaApache-2.0213 12 7

Leaderboards-for-Multi-Turn-Response-Selection

Leaderboards, Datasets and Papers for Multi-Turn Response Selection in Retrieval-Based Chatbots

macaw

An Extensible Conversational Information Seeking Platform

Language:PythonMIT154 17 5

OpenNIR

An end-to-end neural ad-hoc ranking pipeline.

Language:PythonMIT148 9 29

ClariQ

ClariQ: SCAI Workshop data challenge on conversational search clarification.

Language:Jupyter Notebook130 9 7

NOESIS-II

Webpage for the DSTC8 - NOESIS II: Predicting Responses

Language:PythonApache-2.048 8 1

athnlp-labs

Athens NLP Summer School Labs

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SimpleReDial-v1

The sources codes of the DR-BERT model and baselines

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indri

A clone of indri-5.12 with minor customizations.

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ConvRecProbingBERT

Code for the paper "What does BERT know about books, movies and music? Probing BERT for Conversational Recommendation" at RecSys'20

Language:Python22 2 3

MANtIS

MANtIS - a multi-domain information seeking dialogues dataset

Language:Python18 4 1

transformers_cl

Code for the paper "Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking" at ECIR'20

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query_variation_generators

Code for the ECIR'22 paper "Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators"

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CaSE_RG

Conversations with Search Engines

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DistilledNeuralResponseRanker

Implementation of "Distilling Knowledge for Fast Retrieval-based Chat-bots" (SIGIR 2020) using deep matching transformer networks and knowledge distillation for response retrieval in information-seeking conversational systems.

Language:Python9 20

slice_based_learning

Code for the SCAI'20 paper "Slice-Aware Neural Ranking"

Language:Python4 20

DomainRegularizedDeepMatchingNetworks

Source code for paper "Domain Adaptation for Conversation Response Ranking" at CAIR'20

Language:PythonMIT3 30