Search Results for author: Anuj Goyal

Found 7 papers, 1 papers with code

Simple Question Answering with Subgraph Ranking and Joint-Scoring

no code implementations NAACL 2019 Wenbo Zhao, Tagyoung Chung, Anuj Goyal, Angeliki Metallinou

Using this framework as a starting point, we focus on two aspects: improving subgraph selection through a novel ranking method and leveraging the subject--relation dependency by proposing a joint scoring CNN model with a novel loss function that enforces the well-order of scores.

Fact Selection Question Answering +1

Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents

1 code implementation13 Nov 2018 Aditya Siddhant, Anuj Goyal, Angeliki Metallinou

Our findings suggest unsupervised pre-training on a large corpora of unlabeled utterances leads to significantly better SLU performance compared to training from scratch and it can even outperform conventional supervised transfer.

Language Modelling Spoken Language Understanding +2

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