A causal framework for explaining the predictions of black-box sequence-to-sequence models. Melis, D. A. & Jaakkola, T. In Empirical Methods in Natural Language Processing (EMNLP), 2017.
![A causal framework for explaining the predictions of black-box sequence-to-sequence models [pdf]](https://bibbase.org/img/filetypes/pdf.svg "pdf")
Pdf bibtex
Pdf bibtex @InProceedings{AlvJaa_EMNLP2017,
author = {D. Alvarez Melis and T. Jaakkola},
title = {A causal framework for explaining the predictions of black-box sequence-to-sequence models},
booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
year = {2017},
url_pdf = {https://people.csail.mit.edu/tommi/papers/AlvJaa_EMNLP2017.pdf},
}Downloads: 0
{"_id":"W6G283LqjZWELEuj4","bibbaseid":"melis-jaakkola-acausalframeworkforexplainingthepredictionsofblackboxsequencetosequencemodels-2017","author_short":["Melis, D. A.","Jaakkola, T."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["D.","Alvarez"],"propositions":[],"lastnames":["Melis"],"suffixes":[]},{"firstnames":["T."],"propositions":[],"lastnames":["Jaakkola"],"suffixes":[]}],"title":"A causal framework for explaining the predictions of black-box sequence-to-sequence models","booktitle":"Empirical Methods in Natural Language Processing (EMNLP)","year":"2017","url_pdf":"https://people.csail.mit.edu/tommi/papers/AlvJaa_EMNLP2017.pdf","bibtex":"@InProceedings{AlvJaa_EMNLP2017,\nauthor = {D. Alvarez Melis and T. Jaakkola},\ntitle = {A causal framework for explaining the predictions of black-box sequence-to-sequence models},\nbooktitle = {Empirical Methods in Natural Language Processing (EMNLP)},\nyear = {2017},\nurl_pdf = {https://people.csail.mit.edu/tommi/papers/AlvJaa_EMNLP2017.pdf},\n}\n\n","author_short":["Melis, D. A.","Jaakkola, T."],"key":"AlvJaa_EMNLP2017","id":"AlvJaa_EMNLP2017","bibbaseid":"melis-jaakkola-acausalframeworkforexplainingthepredictionsofblackboxsequencetosequencemodels-2017","role":"author","urls":{" pdf":"https://people.csail.mit.edu/tommi/papers/AlvJaa_EMNLP2017.pdf"},"metadata":{"authorlinks":{}},"downloads":0,"html":""},"bibtype":"inproceedings","biburl":"http://ml.mit.edu//mlbib.bib","dataSources":["WWB362W3v645Y44ZD"],"keywords":[],"search_terms":["causal","framework","explaining","predictions","black","box","sequence","sequence","models","melis","jaakkola"],"title":"A causal framework for explaining the predictions of black-box sequence-to-sequence models","year":2017}