Search Results for author: Amith Ananthram

Found 4 papers, 0 papers with code

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies

no code implementations23 May 2022 Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen McKeown

Practitioners from many disciplines (e. g., political science) use expert-crafted taxonomies to make sense of large, unlabeled corpora.

Event Guided Denoising for Multilingual Relation Learning

no code implementations4 Dec 2020 Amith Ananthram, Emily Allaway, Kathleen McKeown

General purpose relation extraction has recently seen considerable gains in part due to a massively data-intensive distant supervision technique from Soares et al. (2019) that produces state-of-the-art results across many benchmarks.

Denoising Relation Extraction

Event-Guided Denoising for Multilingual Relation Learning

no code implementations COLING 2020 Amith Ananthram, Emily Allaway, Kathleen McKeown

General purpose relation extraction has recently seen considerable gains in part due to a massively data-intensive distant supervision technique from Soares et al. (2019) that produces state-of-the-art results across many benchmarks.

Denoising Relation Extraction

Multi-Modal Emotion Detection with Transfer Learning

no code implementations13 Nov 2020 Amith Ananthram, Kailash Karthik Saravanakumar, Jessica Huynh, Homayoon Beigi

To address these two challenges, we present a multi-modal approach that first transfers learning from related tasks in speech and text to produce robust neural embeddings and then uses these embeddings to train a pLDA classifier that is able to adapt to previously unseen emotions and domains.

Speaker Identification Transfer Learning

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