Concepedia

Nikunj Saunshi

NS

Statistics

Publications

10

Citations

575

H-Index

10

Active since

2017

Affiliations

Princeton University(Current)

Nikunj Saunshi is an author at Princeton University specializing in engineering, natural language processing, and text mining.

Top concepts

EngineeringNatural Language ProcessingText MiningMachine LearningLanguageLinguisticsData ScienceComputational LinguisticsKnowledge DiscoverySyntax

Publications per year

2017–2022

10

Publications

10

A Theoretical Analysis of Contrastive Unsupervised Representation Learning

Sanjeev Arora, Hrishikesh Khandeparkar, Mikhail Khodak et al. · arXiv (Cornell University) · 2019 · 205 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

A Large Self-Annotated Corpus for Sarcasm

Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli · arXiv (Cornell University) · 2017 · 133 citations · Full text

Engineering, Communication, Multimodal Sentiment Analysis +19

A Large Self-Annotated Corpus for Sarcasm

Mikhail Khodak, Nikunj Saunshi, Kiran Vodrahalli · arXiv (Cornell University) · 2017 · 70 citations · Full text

Natural Language Processing, Engineering, Large Self-annotated Corpus +9

Predicting What You Already Know Helps: Provable Self-Supervised Learning

Jason D. Lee, Qi Lei, Nikunj Saunshi et al. · arXiv (Cornell University) · 2020 · 51 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +19

A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs

Sanjeev Arora, Mikhail Khodak, Nikunj Saunshi et al. · International Conference on Learning Representations · 2018 · 31 citations

Llm Fine-tuning, Engineering, Machine Learning +20

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