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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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05/26/2023
NormBank: A Knowledge Bank of Situational Social Norms
We present NormBank, a knowledge bank of 155k situational norms. This re...
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05/02/2023
Multimodal Neural Databases
The rise in loosely-structured data available through text, images, and ...
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04/10/2023
Learnings from Data Integration for Augmented Language Models
One of the limitations of large language models is that they do not have...
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07/20/2022
Building Human Values into Recommender Systems: An Interdisciplinary Synthesis
Recommender systems are the algorithms which select, filter, and persona...
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04/06/2022
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems
Conversational agents have come increasingly closer to human competence ...
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12/06/2021
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks
When a neural language model (LM) is adapted to perform a new task, what...
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09/06/2021
Detecting Inspiring Content on Social Media
Inspiration moves a person to see new possibilities and transforms the w...
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06/02/2021
Database Reasoning Over Text
Neural models have shown impressive performance gains in answering queri...
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10/14/2020
Neural Databases
In recent years, neural networks have shown impressive performance gains...
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09/22/2020
Preserving Integrity in Online Social Networks
Online social networks provide a platform for sharing information and fr...
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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