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ChenRocks

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UNITER
Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

Python · 799 stars
fast_abs_rl
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Python · 624 stars
Distill-BERT-Textgen
Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".

Python · 128 stars
Distill-BERT-Textgen-ONMT
A modified version of OpenNMT-py for Distill-BERT-Textgen (https://github.com/ChenRocks/Distill-BERT-Textgen).

Python · 6 stars

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bert for generation Open

ChenRocks/Distill-BERT-Textgen-ONMT#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
is it a bug in model/rl.py Open

ChenRocks/fast_abs_rl#14 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
how can i restore my model? Open

help wanted

ChenRocks/fast_abs_rl#15 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
i get an error when I modify the number of layers in LSTM Open

bug

ChenRocks/fast_abs_rl#24 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
IndexError: too many indices for tensor of dimension 1 Open

ChenRocks/fast_abs_rl#37 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
A question about rl training function Open

ChenRocks/fast_abs_rl#49 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
what's the meaning of BUCKET_SIZE Open

ChenRocks/fast_abs_rl#61 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
scatter_add Open

ChenRocks/fast_abs_rl#64 · 10 comments · 2 reactions · 0 assignees · Indexed Sep 14, 2026
Words splitting instead of sentence splitting. Is this a bug? Open

ChenRocks/fast_abs_rl#65 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
I want to ask you a question. Can I run these codes in cuda-10.1 pytorch-1.4.0 python-3.8 ? Open

ChenRocks/fast_abs_rl#66 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
"too many values to unpack (expected 2)" in train_abstractor: src,target = sample Open

ChenRocks/fast_abs_rl#67 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
OSError: [WinError 193] %1 is not a valid Win32 application Open

ChenRocks/fast_abs_rl#69 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error while start training abstractor Open

ChenRocks/fast_abs_rl#70 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is there a way to obtain the summaries generated by abstractor during each train step Open

ChenRocks/fast_abs_rl#71 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error while loading the pre-trained models during RL training Open

ChenRocks/fast_abs_rl#72 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
raise RuntimeError("Mismatch in shape: grad_output[" RuntimeError: Mismatch in shape: grad_output[0] has a shape of torch.Size([1]) and output[0] has a shape of torch.Size([]). Open

ChenRocks/fast_abs_rl#73 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Why use this restrict? How to do when batch size is small on my machine? Open

ChenRocks/UNITER#38 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
how to generate the image feature file? Open

ChenRocks/UNITER#41 · 9 comments · 4 reactions · 0 assignees · Indexed Sep 14, 2026
Difference between the conditional mechanism and the "Masked Language Modeling with Visual Clues" in VL-BERT Open

ChenRocks/UNITER#43 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Image-text retrieval results can't be reproduced Open

ChenRocks/UNITER#44 · 1 comment · 4 reactions · 0 assignees · Indexed Sep 14, 2026
Retrieval time Open

ChenRocks/UNITER#45 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Vocabulary and single image-question pair prediction Open

ChenRocks/UNITER#46 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Could you provide visualization code? Open

ChenRocks/UNITER#48 · 0 comments · 3 reactions · 0 assignees · Indexed Sep 14, 2026
broadcast_tensors get stuck Open

ChenRocks/UNITER#50 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Preprocessing code for SNLI-VE Open

ChenRocks/UNITER#52 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Uniter's IMG_ LABEL_ DIM Open

ChenRocks/UNITER#54 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
how to finetune in my own dataset? Open

ChenRocks/UNITER#55 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
the vocab file in uniter Open

ChenRocks/UNITER#56 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
pre-trained model Open

ChenRocks/UNITER#57 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
When I set num_worker=8, the following error will occurs Open

ChenRocks/UNITER#58 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
*.mdb file's consulting Open

ChenRocks/UNITER#59 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Any faster feature extraction tools (better than the one in bottom-up-detection and lxmert)? Open

ChenRocks/UNITER#60 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is there code to reproduce the "Referring Expression Comprehension" results? Open

ChenRocks/UNITER#61 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Could you share the finetuned weights for image-text retrieval? Open

ChenRocks/UNITER#62 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
prepare img / txt db code for CC / SBU Open

ChenRocks/UNITER#64 · 3 comments · 3 reactions · 0 assignees · Indexed Sep 14, 2026
Location features Open

ChenRocks/UNITER#65 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Can't run preprocessing Open

ChenRocks/UNITER#66 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Image Text Retrieval Loss Discussion Open

ChenRocks/UNITER#68 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Hyperparameters for image feature extraction Open

ChenRocks/UNITER#69 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
AttributeError: 'DetectFeatLmdb' object has no attribute 'env' Open

ChenRocks/UNITER#70 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
img db gt features Open

ChenRocks/UNITER#71 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
if you are going to provid the code about extracting feature from a image? Open

ChenRocks/UNITER#72 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Pretraining from scratch on small data Open

ChenRocks/UNITER#74 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is it possible to release model checkpoints pretrained on out-of-domain data (CC, SBU) only? Open

ChenRocks/UNITER#75 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
feature extraction with docker: RuntimeWarning: invalid value encountered in greater_equal Open

ChenRocks/UNITER#76 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Is it possible to extract features using 11GB GPU? Open

ChenRocks/UNITER#78 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ImportError: cannot import name 'MlmDatasetForVCR' from 'data' (/media/wangxiao/Samsung_P2/UNITER/data/__init__.py) Open

ChenRocks/UNITER#79 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
lmdb.Error: /userhome/UNITER/UNITER/img/coco_train2014/all: No such file or directory Open

ChenRocks/UNITER#80 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Reproduce error: Non-existant physical address Open

ChenRocks/UNITER#82 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
is it hard to reimplement UNITER for reffering expression task? Open

ChenRocks/UNITER#83 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026

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