Information retrieval, Language model, Translation, Embedding, 1965, Speech recognition

Click here to read the article

On Feb 3, 2021
@stanfordnlp shared
RT @WikiResearch: "Can Small and Synthetic Benchmarks Drive Modeling Innovation? A Retrospective Study of Question Answering Modeling Approaches" Using #Wikidata to generate synthetic benchmarks for comparing question answering models. (Liu et al, 2021) https://t.co/MZCFujrVNA https://t.co/42NFuMMk8O
Open

bAbI QA #1 bAbI QA #2 bAbI QA #3 bAbI QA #4 RaSoR 100.0 60.0 71.0 81.0 BiDAF 100.0 42.0 53.0 83.0 DocumentReader 100.0 63.0 70.0 100.0 DocumentReader (no external features) 100.0 76.0 93.0 100.0 BiDAF++ 100.0 100.0 100.0 78.0 MnemonicReader 100.0 44.0 71.0 100.0 MnemonicReader (no ...

arxiv.org
On Feb 3, 2021
@stanfordnlp shared
RT @WikiResearch: "Can Small and Synthetic Benchmarks Drive Modeling Innovation? A Retrospective Study of Question Answering Modeling Approaches" Using #Wikidata to generate synthetic benchmarks for comparing question answering models. (Liu et al, 2021) https://t.co/MZCFujrVNA https://t.co/42NFuMMk8O
Open

Click here to read the article

Click here to read the article

bAbI QA #1 bAbI QA #2 bAbI QA #3 bAbI QA #4 RaSoR 100.0 60.0 71.0 81.0 BiDAF 100.0 42.0 53.0 83.0 DocumentReader 100.0 63.0 70.0 100.0 DocumentReader (no external features) 100.0 76.0 93.0 ...

Click here to read the article

Click here to read the article

The number of hidden layers, the number of units in each layer, regularization techniques, network weight initialization, activation functions, learning rate, momentum values, number of ...

74 Summaries of Machine Learning and NLP Research

74 Summaries of Machine Learning and NLP Research

My previous post on summarising 57 research papers turned out to be quite useful for people working in this field, so it is about time…

Facebook research being presented at ACL 2019

Facebook research being presented at ACL 2019

Researchers from Facebook are presenting a wide range of research at the 2019 meeting of the Association for Computational Linguistics (ACL).