memray
Research Scientist at Google. Machine & Human Intelligence
Google Cloud AI ResearchBay Area, CA
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.
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
VLM2Vec
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR 2025]
memray's Repositories
memray/acm_dl
memray/entity2vector
Entity Embedding Project on Yelp
memray/flashtext
Extract Keywords from sentence or Replace keywords in sentences.
memray/seq2seq-keyphrase-dev
development branch
memray/text2image2textGAN
memray/acl-rd-tec-2.0
The ACL RD-TEC 2.0: A corpus of annotated terms in context from domain of computational linguistics
memray/CNN-sentence-classification-pytorch
Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.
memray/convolutional-attention
Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper
memray/cpae
Code for EMNLP 2018 paper "Auto-Encoding Dictionary Definitions into Consistent Word Embeddings"
memray/cs2770
memray/DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
memray/EEEL
memray/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
memray/isd_hcc
Final project of Interactive System Design
memray/medium-scrapper
Scrap Medium Articles using tags.
memray/paragraph-vectors
A PyTorch implementation of Paragraph Vectors (doc2vec)
memray/Python-Suffix-Tree
Suffix tree for string searching
memray/RNN-for-Joint-NLU
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
memray/self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning (Arbitrary image captioning not supported yet.)
memray/Sentence-VAE
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
memray/seq2seq.pytorch
Sequence-to-Sequence learning using PyTorch
memray/tensor2tensor
A library for generalized sequence to sequence models
memray/tensorflow
Computation using data flow graphs for scalable machine learning
memray/tensorflow-workshop
Code samples, slides and materials for TensorFlow Workshops
memray/textcnn-conv-deconv-pytorch
text convolution-deconvolution auto-encoder model in PyTorch
memray/Texygen
A text generation benchmarking platform
memray/Transformer_Captioning
Use transformer for captioning
memray/Triangle-GAN
implementation for NIPS paper Triangle Generative Adversarial Networks
memray/word-sense-disambiguation
Incorporating Glosses into Neural Word Sense Disambiguation
memray/y_classify