Rohit Gupta - ESR 4 - UoW
- 1. Translation Memory Matching and Retrieval using Deep Semantics Rohit Gupta (ESR4) University of Wolverhampton
- 2. Long Short Term Memory Networks An Unfolded LSTM Network Input Gate Forget Gate Output Gate
- 3. Motivation S1: without removing punctuations, S2: removed punctuations
- 4. Motivation S1: without removing punctuations, S2: removed punctuations
- 5. Motivation METEOR: higher is better, BLEU: higher is better, TER: lower is better * results are significant (p<0.01) #Segments: the number of segments for which edit-‐distance and LSTM match differ
- 6. Motivation METEOR: higher is better, BLEU: higher is better, TER: lower is better * results are significant (p<0.01) #Segments: the number of segments for which edit-‐distance and LSTM match differ METEOR edit-‐ distance
- 7. Motivation METEOR: higher is better, BLEU: higher is better, TER: lower is better * results are significant (p<0.01) #Segments: the number of segments for which edit-‐distance and LSTM match differ METEOR edit-‐ distance METEOR our LSTM model
- 8. Thank you!