CornellDataScience/IntSys-Sentiment-Summary issues and pull requests

#52 - Extractive

Pull Request - State: open - Opened by matthewbayer over 5 years ago

#51 - Autoencoder embeddings support

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#50 - numpy/list issue

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#49 - Add Batch decoding to summary pipeline

Issue - State: open - Opened by wesg52 over 5 years ago

#48 - move return out of for loop

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#47 - Update README.md

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#46 - Create BERT class to interface with optimization

Issue - State: closed - Opened by wesg52 over 5 years ago

#45 - Update README.md

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#44 - Perform experiments to find optimal pipeline parameters

Issue - State: open - Opened by wesg52 over 5 years ago

#43 - Update readme

Issue - State: open - Opened by wesg52 over 5 years ago
Labels: good first issue

#42 - Cluster Analysis via Soft-Cosine Similarities

Issue - State: closed - Opened by garnav over 5 years ago

#41 - Extractive

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#40 - sampling improvement

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#39 - hyperparameter search improvement

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#38 - abstractive support

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#37 - removed unnecessary config parameter

Pull Request - State: closed - Opened by matthewbayer over 5 years ago

#36 - Extractive

Pull Request - State: closed - Opened by garnav over 5 years ago

#35 - Fill in encode, cluster, decode, optimize after all models are completely done

Issue - State: open - Opened by jz393 over 5 years ago
Labels: help wanted

#34 - Evaluate Siamese AutoEncoder vs Trad. Autoencoder

Issue - State: closed - Opened by garnav over 5 years ago

#33 - Implement beam search

Issue - State: open - Opened by wesg52 over 5 years ago
Labels: enhancement

#32 - Create full pipeline

Issue - State: closed - Opened by wesg52 over 5 years ago

#31 - Add BERT finetune bells and whistles

Issue - State: open - Opened by wesg52 over 5 years ago

#30 - Train Transformer using Siamese Loss

Issue - State: closed - Opened by garnav over 5 years ago

#29 - Create BERT helpfulness dataset

Issue - State: closed - Opened by wesg52 over 5 years ago

#28 - Optimization routine to select best candidate subset and ordering

Issue - State: open - Opened by wesg52 over 5 years ago

#27 - Investigate review dataset to determine helpfulness statistics

Issue - State: closed - Opened by wesg52 over 5 years ago

#26 - Fine tune BERT for helpfulness regression

Issue - State: closed - Opened by wesg52 over 5 years ago

#25 - Write summaries for a few products

Issue - State: closed - Opened by garnav over 5 years ago - 1 comment

#24 - ROUGE Evaluation b/w extractive and abstractive methods

Issue - State: closed - Opened by garnav over 5 years ago

#23 - Develop heuristic to determine density hyperparameter for DBSCAN given # of reviews or # of sentences

Issue - State: closed - Opened by matthewbayer over 5 years ago

#22 - Investigate BERT/GPT-2 and its decodings given clusters from indico API

Issue - State: closed - Opened by matthewbayer over 5 years ago

#21 - Investigate DBSCAN and its hyperparameters for clustering embeddings for products with varying numbers of reviews

Issue - State: closed - Opened by matthewbayer over 5 years ago

#20 - Investigate indico featurization API at sentence and review level for useful properties

Issue - State: closed - Opened by matthewbayer over 5 years ago

#19 - Investigate indico featurization API at sentence and review level for useful properties

Issue - State: closed - Opened by matthewbayer over 5 years ago

#18 - Use BERT Encoder with DEC

Issue - State: closed - Opened by garnav over 5 years ago - 1 comment
Labels: wontfix

#17 - Test model on server

Issue - State: closed - Opened by wesg52 over 5 years ago

#16 - Develop Siamese Loss Function For Generation from Clusters

Issue - State: closed - Opened by garnav over 5 years ago

#15 - Consider Expected GINI to do supervised clustering on star labels.

Issue - State: closed - Opened by peterhusisian over 5 years ago

#14 - Implement toy example to test if MCMC MLE works

Issue - State: closed - Opened by peterhusisian over 5 years ago

#13 - Get someone who is more knowledgeable to evaluate MCMC MLE potential

Issue - State: closed - Opened by peterhusisian over 5 years ago

#12 - Compare Clusters Produced by DEC and Vanilla Autoencoder

Issue - State: closed - Opened by garnav over 5 years ago

#11 - Compare K-Means and CCA clusters

Issue - State: closed - Opened by garnav over 5 years ago

#10 - Investigate attention/other methods to extract data for vector concatenation

Issue - State: closed - Opened by matthewbayer over 5 years ago

#9 - Improve Autotransformer documentation

Issue - State: closed - Opened by wesg52 over 5 years ago
Labels: enhancement

#8 - Combine Encoder representations

Issue - State: closed - Opened by wesg52 over 5 years ago
Labels: enhancement

#7 - Reorganize git

Issue - State: closed - Opened by wesg52 over 5 years ago - 2 comments
Labels: help wanted

#6 - Train autoencoder

Issue - State: closed - Opened by wesg52 over 5 years ago
Labels: enhancement

#5 - Improve autoencoder

Issue - State: closed - Opened by wesg52 over 5 years ago
Labels: enhancement

#4 - Determine feasibility of transfer learning

Issue - State: closed - Opened by wesg52 over 5 years ago - 1 comment
Labels: enhancement

#3 - Clustering Encoder Embeddings and Topic Classification with CCA

Issue - State: closed - Opened by garnav over 5 years ago

#2 - Baseline Testing

Issue - State: closed - Opened by yangkt over 5 years ago

#1 - Test

Issue - State: closed - Opened by yangkt over 5 years ago

GitHub / CornellDataScience/IntSys-Sentiment-Summary issues and pull requests