Hate Speech Detection using LSTM | NLP Project using RNN (Recurrent Neural Network)

[@hardik4417]

Projects are unique but please add PREDICTIVE MODEL to give output on new sentence

[@InsightsByRish]

Yes sure, I'll keep that in mind! I've actually included that in my 'Text Summarisation' video.

[@arjunp5840]

Hi Risha, I'm working on this project and have started following along with your work. However, I'm encountering an issue with the code. Whenever I use an embedding layer, my output shape shows as "?" and the params are zero. I'm facing the same problem after compiling the model and checking the model summary. I ran the file in Google Colab. If you have any idea why this is happening, I would greatly appreciate your help. Thanks!

[@InsightsByRish]

Hi Arjun, It sounds like the issue might be related to the input shape not being correctly set for the embedding layer, which can sometimes cause the output shape to show as "?" and the parameters to be zero. Make sure the sentence_length variable (used in pad_sequences) matches the input length specified in the embedding layer.

[@arjunp5840]

@@InsightsByRish i tried to ensure those but still it didnt worked for me ..