sent-conv-torch
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harvardnlp
Text classification using a convolutional neural network.
Hello! When typing `sudo luarocks install hdf5` I get the following errors: > gcclua.c: In function ‘int gcclua_tree_get_type_anonymous(lua_State*)’: > gcclua.c:636:22: error: ‘TYPE_ANONYMOUS_P’ was not declared in this scope > lua_pushboolean(L,...
Updated `preprocess.py` to Python3. Corrected reading of characters from `GoogleNews-vectors-negative300.bin` by adding `.decode("utf-8")`, which was not working before, at least in Python3. Tested on custom datasets.
In `preprocess.py`, function `load_bin_vec` : the line `ch = f.read(1)` is incorrect, atleast for Python3. Need to add `.decode("utf-8")` for correctly decoding characters from `GoogleNews-vectors-negative300.bin` Also, need to convert the...
I want to ask if all datasets use the same hyperparameters? I didn't modify the hyperparameters and train model on the TREC, but the score I got is showing like:...
I find there is no maskZero for the temporalConvolutionLayer. In this case, if we meet a window of all embeddings are paddings, which means 0 vectors., I think the convolution...
Too slow
Hello! I am running this code on amazon p2.xlarge instance, and it is working much slower on GPU than on CPU. That is the most time-consuming place: > trainer.lua >...
Hi, I am using this code as benchmark in one of my papers. Now I need to fix the random seed in order to do so. I am trying the...
Hi, I am trying out this model on my custom dataset with the following frequency distribution of class labels : 7: 23849, 0: 15159, 1: 6445, 4: 5759, 5: 3969,...
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Text classification using a convolutional neural network.