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bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

cite

Implementation for our paper "Conditional Image-Text Embedding Networks"

ddpn

Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding

dialog-hgat

Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks

dialogre

Dialogue-Based Relation Extraction

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

jave

joint_ner_with_ntp

mel_tweets

Multimodal entity linking for Tweets

ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

rpbert

RpBERT: A Text-image Relationship Propagation Based BERT Model for Multimodal NER

sent2vec

General purpose unsupervised sentence representations

text-image-relationship

Text-Image Relationships (ACL 2019)

tre

[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations

tvqaplus

[ACL 2020] PyTorch code for TVQA+: Spatio-Temporal Grounding for Video Question Answering

twitter_nlp

Twitter NLP Tools

twitterner

Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.html

umgf

Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance

umt

Preprocessed Datasets for our Multimodal NER paper

vinvl

project page for VinVL

vl-bert

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".