Search Results for author: Samarth Aggarwal

Found 4 papers, 3 papers with code

Goal-driven Command Recommendations for Analysts

no code implementations • 12 Nov 2020 • Samarth Aggarwal, Rohin Garg, Abhilasha Sancheti, Bhanu Prakash Reddy Guda, Iftikhar Ahamath Burhanuddin

With this assumption, we would like to assist the analytics process of a user through command recommendations.

Decision Making Recommendation Systems

Paper
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OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction

1 code implementation • EMNLP 2020 • Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal, Mausam, Soumen Chakrabarti

This IGL based coordination analyzer helps our OpenIE system handle complicated coordination structures, while also establishing a new state of the art on the task of coordination analysis, with a 12. 3 pts improvement in F1 over previous analyzers.

Ranked #1 on Open Information Extraction on WiRe57

Open Information Extraction

118

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Code

IMoJIE: Iterative Memory-Based Joint Open Information Extraction

1 code implementation • ACL 2020 • Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti

While traditional systems for Open Information Extraction were statistical and rule-based, recently neural models have been introduced for the task.

Open Information Extraction Sentence

Paper
Code

CaRB: A Crowdsourced Benchmark for Open IE

1 code implementation • IJCNLP 2019 • Sangnie Bhardwaj, Samarth Aggarwal, Mausam Mausam

We release the CaRB framework along with its crowdsourced dataset.

Open Information Extraction

Paper
Code

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