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rameshparalian's Projects

domainaware_dst icon domainaware_dst

Source code for "Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems"

dstc icon dstc

Dialog State Tracking Challenge 2 & 3 Data

federated icon federated

A framework for implementing federated learning

git-lfs icon git-lfs

Git extension for versioning large files

hinglish-top-dataset icon hinglish-top-dataset

Consists of the largest (10K) human annotated code-switched semantic parsing dataset & 170K generated utterance using the CST5 augmentation technique. Queries are derived from TOPv2, a multi-domain task oriented semantic parsing dataset. Tests suggest that with CST5, up to 20x less labeled data can achieve the same semantic parsing performance.

tempgen icon tempgen

Code for Document-level Entity-based Extraction as Template Generation (EMNLP 2021)

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