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10/14/2021
Comparative Opinion Summarization via Collaborative Decoding
Opinion summarization focuses on generating summaries that reflect popul...
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04/03/2021
Convex Aggregation for Opinion Summarization
Recent approaches for unsupervised opinion summarization have predominan...
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12/08/2020
Extractive Opinion Summarization in Quantized Transformer Spaces
We present the Quantized Transformer (QT), an unsupervised system for ex...
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05/29/2020
ExplainIt: Explainable Review Summarization with Opinion Causality Graphs
We present ExplainIt, a review summarization system centered around opin...
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05/05/2020
OpinionDigest: A Simple Framework for Opinion Summarization
We present OpinionDigest, an abstractive opinion summarization framework...
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04/01/2020
Deep Entity Matching with Pre-Trained Language Models
We present Ditto, a novel entity matching system based on pre-trained Tr...
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12/19/2019
Understanding Human Judgments of Causality
Discriminating between causality and correlation is a major problem in m...
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11/14/2019
Sato: Contextual Semantic Type Detection in Tables
Detecting the semantic types of data columns in relational tables is imp...
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09/15/2019
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization
We present Emu, a system that semantically enhances multilingual sentenc...
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07/23/2019
Happiness Entailment: Automating Suggestions for Well-Being
Understanding what makes people happy is a central topic in psychology. ...
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03/01/2019
Open Information Extraction from Question-Answer Pairs
Open Information Extraction (OpenIE) extracts meaningful structured tupl...
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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...
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01/11/2019
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories
Knowledge discovery from GPS trajectory data is an important topic in se...
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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...
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01/23/2018
HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments
The science of happiness is an area of positive psychology concerned wit...
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08/01/2017