Saloni Potdar

Saloni Potdar

Carnegie Mellon University

H-index: 10

North America-United States

About Saloni Potdar

Saloni Potdar, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Natural Language Processing, Information Retrieval, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Entity Disambiguation via Fusion Entity Decoding

DETECTING OUT-OF-DOMAIN TEXT DATA IN DIALOG SYSTEMS USING ARTIFICIAL INTELLIGENCE

Out of domain sentence detection

The Second Workshop on Applied Machine Learning Management

Out-of-domain encoder training

Domain specific model compression

Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants

Conversational AI with multi-lingual human chatlogs

Saloni Potdar Information

University

Position

IBM Watson

Citations(all)

819

Citations(since 2020)

763

Cited By

268

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Saloni Potdar Skills & Research Interests

Natural Language Processing

Information Retrieval

Machine Learning

Top articles of Saloni Potdar

Title

Journal

Author(s)

Publication Date

Entity Disambiguation via Fusion Entity Decoding

arXiv preprint arXiv:2404.01626

Junxiong Wang

Ali Mousavi

Omar Attia

Saloni Potdar

Alexander M Rush

...

2024/4/2

DETECTING OUT-OF-DOMAIN TEXT DATA IN DIALOG SYSTEMS USING ARTIFICIAL INTELLIGENCE

2024/2/29

Out of domain sentence detection

2021/6/1

The Second Workshop on Applied Machine Learning Management

Dmitri Goldenberg

Chana Ross

Shir Meir Lador

Lin Lee Cheong

Panpan Xu

...

2023/8/6

Out-of-domain encoder training

2023/5/9

Domain specific model compression

2023/4/4

Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants

EMNLP – Industry Track

Cheng Qian

Haode Qi

Gengyu Wang

Ladislav Kunc

Saloni Potdar

2023/1/16

Conversational AI with multi-lingual human chatlogs

2023/12/26

INTENT CLASSIFICATION USING NON-CORRELATED FEATURES

2022/12/22

Feature reweighting in text classifier generation using unlabeled data

2022/1/4

Hybrid model for short text classification with imbalanced data

2022/5/10

Workshop on Applied Machine Learning Management

Dmitri Goldenberg

Elena Sokolova

Shir Meir Lador

Amit Mandelbaum

Irina Vasilinetc

...

2022/8/14

GENERATING QUESTION ANSWER PAIRS

2022/11/10

Intent boundary segmentation for multi-intent utterances

2022/4/19

Suggestion of new entity types with discriminative term importance analysis

2022/7/5

Contextual question answering using human chat logs

2022/9/13

Artificial intelligence based context dependent spellchecking

2022/4/12

Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms

Gengyu Wang

Cheng Qian

Lin Pan

Haode Qi

Ladislav Kunc

...

2022/7

Intent classification distribution calibration

2022/9/6

Unintended bias detection in conversational agent platforms with machine learning model

2022/3/8

See List of Professors in Saloni Potdar University(Carnegie Mellon University)