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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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04/30/2023
SFC: Near-Source Congestion Signaling and Flow Control
State-of-the-art congestion control algorithms for data centers alone do...
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03/22/2023
Region-wise matching for image inpainting based on adaptive weighted low-rank decomposition
Digital image inpainting is an interpolation problem, inferring the cont...
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10/04/2022
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning
Dataset discovery from data lakes is essential in many real application ...
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07/08/2022
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation
Machine learning (ML) is playing an increasingly important role in data ...
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06/10/2022
Machop: an End-to-End Generalized Entity Matching Framework
Real-world applications frequently seek to solve a general form of the E...
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12/14/2021
TCUDB: Accelerating Database with Tensor Processors
The emergence of novel hardware accelerators has powered the tremendous ...
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06/15/2021
Machamp: A Generalized Entity Matching Benchmark
Entity Matching (EM) refers to the problem of determining whether two di...
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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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07/07/2020
PINT: Probabilistic In-band Network Telemetry
Commodity network devices support adding in-band telemetry measurements ...
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07/03/2020
BAGEL: A Bayesian Graphical Model for Inferring Drug Effect Longitudinally on Depression in People with HIV
Access and adherence to antiretroviral therapy (ART) has transformed the...
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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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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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03/23/2019
Fast LLMMSE filter for low-dose CT imaging
Low-dose X-ray CT technology is one of important directions of current r...
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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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02/25/2019
Subjective Databases
Online users are constantly seeking experiences, such as a hotel with cl...
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02/15/2019
BAREB: A Bayesian repulsive biclustering model for periodontal data
Preventing periodontal diseases (PD) and maintaining the structure and f...
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01/02/2019
Optical Fringe Patterns Filtering Based on Multi-Stage Convolution Neural Network
Optical fringe patterns are often contaminated by speckle noise, making ...
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12/18/2018
Index-based, High-dimensional, Cosine Threshold Querying with Optimality Guarantees
Given a database of vectors, a cosine threshold query returns all vector...
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05/29/2017
VERIFAS: A Practical Verifier for Artifact Systems
Data-driven workflows, of which IBM's Business Artifacts are a prime exp...
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05/26/2017