Alon Halevy | DeepAI

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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...

8 Wang-Chiew Tan, et al. ∙

∙ 05/26/2023

NormBank: A Knowledge Bank of Situational Social Norms

We present NormBank, a knowledge bank of 155k situational norms. This re...

0 Caleb Ziems, et al. ∙

∙ 05/02/2023

Multimodal Neural Databases

The rise in loosely-structured data available through text, images, and ...

6 Giovanni Trappolini, et al. ∙

∙ 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...

0 Alon Halevy, et al. ∙

∙ 07/20/2022

Building Human Values into Recommender Systems: An Interdisciplinary Synthesis

Recommender systems are the algorithms which select, filter, and persona...

0 Jonathan Stray, et al. ∙

∙ 04/06/2022

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems

Conversational agents have come increasingly closer to human competence ...

3 Caleb Ziems, et al. ∙

∙ 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...

1 Belinda Z. Li, et al. ∙

∙ 09/06/2021

Detecting Inspiring Content on Social Media

Inspiration moves a person to see new possibilities and transforms the w...

22 Oana Ignat, et al. ∙

∙ 06/02/2021

Database Reasoning Over Text

Neural models have shown impressive performance gains in answering queri...

22 James Thorne, et al. ∙

∙ 10/14/2020

Neural Databases

In recent years, neural networks have shown impressive performance gains...

1 James Thorne, et al. ∙

∙ 09/22/2020

Preserving Integrity in Online Social Networks

Online social networks provide a platform for sharing information and fr...

9 Alon Halevy, 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. ∙

∙ 07/18/2019

Jo: The Smart Journal

We introduce Jo, a mobile application that attempts to improve user's we...

0 Vivian Li, et al. ∙

∙ 03/04/2019

Voyageur: An Experiential Travel Search Engine

We describe Voyageur, which is an application of experiential search to ...

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. ∙

∙ 02/25/2019

Subjective Databases

Online users are constantly seeking experiences, such as a hotel with cl...

0 Yuliang Li, et al. ∙

∙ 05/03/2018

Scalable Semantic Querying of Text

We present the KOKO system that takes declarative information extraction...

0 Xiaolan Wang, 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. ∙

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