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06/01/2023
TimelineQA: A Benchmark for Question Answering over Timelines
Lifelogs are descriptions of experiences that a person had during their ...
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06/01/2023
Reimagining Retrieval Augmented Language Models for Answering Queries
We present a reality check on large language models and inspect the prom...
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04/25/2023
Unstructured and structured data: Can we have the best of both worlds with large language models?
This paper presents an opinion on the potential of using large language ...
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04/03/2021
Convex Aggregation for Opinion Summarization
Recent approaches for unsupervised opinion summarization have predominan...
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07/11/2020
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]
Semantic tagging, which has extensive applications in text mining, predi...
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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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05/13/2020
Adaptive Rule Discovery for Labeling Text Data
Creating and collecting labeled data is one of the major bottlenecks in ...
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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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04/29/2020
SubjQA: A Dataset for Subjectivity and Review Comprehension
Subjectivity is the expression of internal opinions or beliefs which can...
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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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03/31/2020
Towards Productionizing Subjective Search Systems
Existing e-commerce search engines typically support search only over ob...
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02/07/2020
Snippext: Semi-supervised Opinion Mining with Augmented Data
Online services are interested in solutions to opinion mining, which is ...
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01/15/2020
Teddy: A System for Interactive Review Analysis
Reviews are integral to e-commerce services and products. They contain a...
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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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10/01/2019
Essentia: Mining Domain-specific Paraphrases with Word-Alignment Graphs
Paraphrases are important linguistic resources for a wide variety of NLP...
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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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07/18/2019
Jo: The Smart Journal
We introduce Jo, a mobile application that attempts to improve user's we...
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03/04/2019
Voyageur: An Experiential Travel Search Engine
We describe Voyageur, which is an application of experiential search to ...
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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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02/25/2019
Subjective Databases
Online users are constantly seeking experiences, such as a hotel with cl...
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05/03/2018
Scalable Semantic Querying of Text
We present the KOKO system that takes declarative information extraction...
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01/23/2018