Yoshihiko Suhara | DeepAI

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∙ 10/14/2021

Comparative Opinion Summarization via Collaborative Decoding

Opinion summarization focuses on generating summaries that reflect popul...

1 Hayate Iso, et al. ∙

∙ 04/03/2021

Convex Aggregation for Opinion Summarization

Recent approaches for unsupervised opinion summarization have predominan...

10 Hayate Iso, et al. ∙

∙ 12/08/2020

Extractive Opinion Summarization in Quantized Transformer Spaces

We present the Quantized Transformer (QT), an unsupervised system for ex...

0 Stefanos Angelidis, et al. ∙

∙ 05/29/2020

ExplainIt: Explainable Review Summarization with Opinion Causality Graphs

We present ExplainIt, a review summarization system centered around opin...

0 Nofar Carmeli, et al. ∙

∙ 05/05/2020

OpinionDigest: A Simple Framework for Opinion Summarization

We present OpinionDigest, an abstractive opinion summarization framework...

0 Yoshihiko Suhara, et al. ∙

∙ 04/01/2020

Deep Entity Matching with Pre-Trained Language Models

We present Ditto, a novel entity matching system based on pre-trained Tr...

0 Yuliang Li, et al. ∙

∙ 12/19/2019

Understanding Human Judgments of Causality

Discriminating between causality and correlation is a major problem in m...

100 Masahiro Kazama, et al. ∙

∙ 11/14/2019

Sato: Contextual Semantic Type Detection in Tables

Detecting the semantic types of data columns in relational tables is imp...

0 Dan Zhang, et al. ∙

∙ 09/15/2019

Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization

We present Emu, a system that semantically enhances multilingual sentenc...

0 Wataru Hirota, et al. ∙

∙ 07/23/2019

Happiness Entailment: Automating Suggestions for Well-Being

Understanding what makes people happy is a central topic in psychology. ...

0 Sara Evensen, et al. ∙

∙ 03/01/2019

Open Information Extraction from Question-Answer Pairs

Open Information Extraction (OpenIE) extracts meaningful structured tupl...

0 Nikita Bhutani, et al. ∙

∙ 02/09/2019

Validating Gravity-Based Market Share Models Using Large-Scale Transactional Data

Customer patronage behavior has been widely studied in market share mode...

0 Yoshihiko Suhara, et al. ∙

∙ 01/11/2019

Personalized Visited-POI Assignment to Individual Raw GPS Trajectories

Knowledge discovery from GPS trajectory data is an important topic in se...

0 Jun Suzuki, et al. ∙

∙ 05/29/2018

Winning Models for GPA, Grit, and Layoff in the Fragile Families Challenge

In this paper, we discuss and analyze our approach to the Fragile Famili...

0 Daniel E Rigobon, et al. ∙

∙ 01/23/2018

HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments

The science of happiness is an area of positive psychology concerned wit...

0 Akari Asai, et al. ∙

∙ 08/01/2017

A Lightweight Front-end Tool for Interactive Entity Population

Entity population, a task of collecting entities that belong to a partic...

0 Hidekazu Oiwa, et al. ∙

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