Search Results for author: Anup Anand Deshmukh

Found 4 papers, 3 papers with code

Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach

1 code implementation Findings (EMNLP) 2021 Anup Anand Deshmukh, Qianqiu Zhang, Ming Li, Jimmy Lin, Lili Mou

In this paper, we address unsupervised chunking as a new task of syntactic structure induction, which is helpful for understanding the linguistic structures of human languages as well as processing low-resource languages.

Chunking Transfer Learning

Unsupervised Chunking with Hierarchical RNN

1 code implementation10 Sep 2023 Zijun Wu, Anup Anand Deshmukh, Yongkang Wu, Jimmy Lin, Lili Mou

Our approach involves a two-stage training process: pretraining with an unsupervised parser and finetuning on downstream NLP tasks.

Chunking Sentence

IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News Articles

1 code implementation24 Jul 2020 Anup Anand Deshmukh, Udhav Sethi

This work describes our two approaches for the background linking task of TREC 2020 News Track.

Language Modelling Retrieval

Emo-CNN for Perceiving Stress from Audio Signals: A Brain Chemistry Approach

no code implementations8 Jan 2020 Anup Anand Deshmukh, Catherine Soladie, Renaud Seguier

There are certain emotions which are given more importance due to their effectiveness in understanding human feelings.

feature selection

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