Pinned Repositories
acm_dl
ACMParser
Some basic NLP functions
entity2vector
Entity Embedding Project on Yelp
fairseq-kpg
flashtext
Extract Keywords from sentence or Replace keywords in sentences.
llm_phrase_semantics
Code for EMNLP2024 paper: Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models
open-llm-problems
A community hub for collecting and sharing real-world issues with LLMs and other models to help improve their capabilities.
OpenNMT-kpg-release
Keyphrase Generation
seq2seq-keyphrase
seq2seq-keyphrase-pytorch
memray's Repositories
memray/seq2seq-keyphrase
memray/OpenNMT-kpg-release
Keyphrase Generation
memray/seq2seq-keyphrase-pytorch
memray/fairseq-kpg
memray/llm_phrase_semantics
Code for EMNLP2024 paper: Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models
memray/open-llm-problems
A community hub for collecting and sharing real-world issues with LLMs and other models to help improve their capabilities.
memray/academic-budget-bert
Repository containing code for "How to Train BERT with an Academic Budget" paper
memray/ANCE
A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks
memray/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
memray/ARAE
Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun
memray/beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
memray/ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21)
memray/contriever
Contriever Towards Unsupervised Dense Information Retrieval with Contrastive Learning
memray/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
memray/DHR
This is the repository of the Dense Hierarchical Retrieval for Open-Domain Question Answering
memray/emdr2
Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 2021)
memray/fairscale
PyTorch extensions for high performance and large scale training.
memray/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
memray/gensim
Topic Modelling for Humans
memray/hands-on-with-pke
memray/mteb-official
MTEB: Massive Text Embedding Benchmark
memray/paperscraper
Tools to scrape publication metadata from pubmed, arxiv, medrxiv and chemrxiv.
memray/pyrouge
A Python wrapper for the ROUGE summarization evaluation package
memray/pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
memray/pytorchviz
A small package to create visualizations of PyTorch execution graphs
memray/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
memray/SentEval
A python tool for evaluating the quality of sentence embeddings.
memray/SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
memray/wikiextractor
A tool for extracting plain text from Wikipedia dumps
memray/yttm_transformers_tokenizer
Implementation of youtokentome tokenizer for transformers