Search Results for author: Amber Nigam

Found 6 papers, 0 papers with code

SkillBERT: “Skilling” the BERT to classify skills!

no code implementations1 Jan 2021 Amber Nigam, Shikha Tyagi, Kuldeep Tyagi, Arpan Saxena

We also propose a BERT-based model, SkillBERT, the embeddings of which are used as features for classifying skills present in the ERRs into groups referred to as "competency groups".

Clustering

Migration through Machine Learning Lens -- Predicting Sexual and Reproductive Health Vulnerability of Young Migrants

no code implementations6 Oct 2019 Amber Nigam, Pragati Jaiswal, Uma Girkar, Teertha Arora, Leo A. Celi

In this paper, we have discussed initial findings and results of our experiment to predict sexual and reproductive health vulnerabilities of migrants in a data-constrained environment.

BIG-bench Machine Learning

Job Recommendation through Progression of Job Selection

no code implementations28 May 2019 Amber Nigam, Aakash Roy, Arpan Saxena, Hartaran Singh

For recommending jobs through machine learning that forms a significant part of our recommendation, we achieve the best results through Bi-LSTM with attention.

BIG-bench Machine Learning Recommendation Systems

Intent Detection and Slots Prompt in a Closed-Domain Chatbot

no code implementations27 Dec 2018 Amber Nigam, Prashik Sahare, Kushagra Pandya

In this paper, we introduce a methodology for predicting intent and slots of a query for a chatbot that answers career-related queries.

Chatbot Classification +5

Role of Intonation in Scoring Spoken English

no code implementations23 Aug 2018 Amber Nigam, Arpan Saxena, Ishan Sodhi

In this paper, we have introduced and evaluated intonation based feature for scoring the English speech of nonnative English speakers in Indian context.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Exploring Automated Essay Scoring for Nonnative English Speakers

no code implementations11 Jun 2017 Amber Nigam

However, lack of appropriate methodology for rating nonnative English speakers' essays has meant a lopsided advancement in this field.

Automated Essay Scoring

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