Md Zia Ullah's repositories
Conversational_IR
Conversational information retrieval system: querying an IR system in multiple turns while the IR system uses the context to retrieve and rank the documents considering previous turns.
Search-intent-mining
Search intent mining through subtopics flat or hierarchical
Depression
A model to detect depressed users using social mdeia
FGPI
Fill in the people interaction gap
CheatSheets
Just a place to store cheatsheets
course-python-os
In the course, I taught the operating system functionality and its implementation using python programming
DSSA
Document Sequence with Subtopic Attention
erisk-depression-enu
Dataset for Erisk Depression
Intro2AI-2022-CV-NLP-DL
Introduction to AI class (M2 level)
LeCaRD
A Chinese legal case retrieval dataset.
LLM-workshop-2024
A 4-hour coding workshop to understand how LLMs are implemented and used
machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
MSMARCO-Passage-Ranking
MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, and passage ranking. A variant of this task will be the part of TREC and AFIRM 2019. For Updates about TREC 2019 please follow This Repository Passage Reranking task Task Given a query q and a the 1000 most relevant passages P = p1, p2, p3,... p1000, as retrieved by BM25 a succeful system is expected to rerank the most relevant passage as high as possible. For this task not all 1000 relevant items have a human labeled relevant passage. Evaluation will be done using MRR
notebooks-transformer
Jupyter notebooks for the Natural Language Processing with Transformers book
QPP-bipartite-graph
Query performance prediction using Bipartite graph and query-dependent features
QPP4CS
Query Performance Prediction for Conversational Search (QPP4CS)
rank_llm
Repository for prompt-decoding using LLMs (GPT3.5, GPT4, Vicuna, and Zephyr)
RankGPT
Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
searchsolutions2022-tutorial
IR, Ranker, NeuralRanker
ULTRA_pytorch
Unbiased Learning To Rank Algorithms (ULTRA)
yake
Single-document unsupervised keyword extraction