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05/22/2023
"According to ..." Prompting Language Models Improves Quoting from Pre-Training Data
Large Language Models (LLMs) may hallucinate and generate fake informati...
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12/20/2022
Ontologically Faithful Generation of Non-Player Character Dialogues
We introduce a language generation task grounded in a popular video game...
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12/20/2022
Defending Against Poisoning Attacks in Open-Domain Question Answering
Recent work in open-domain question answering (ODQA) has shown that adve...
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09/16/2022
Dynamic Generation of Interpretable Inference Rules in a Neuro-Symbolic Expert System
We present an approach for systematic reasoning that produces human inte...
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03/09/2022
One-Shot Learning from a Demonstration with Hierarchical Latent Language
Humans have the capability, aided by the expressive compositionality of ...
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03/08/2021
InFillmore: Neural Frame Lexicalization for Narrative Text Infilling
We propose a structured extension to bidirectional-context conditional l...
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10/06/2020
COD3S: Diverse Generation with Discrete Semantic Signatures
We present COD3S, a novel method for generating semantically diverse sen...
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04/10/2020
On the Existence of Tacit Assumptions in Contextualized Language Models
Humans carry stereotypic tacit assumptions (STAs) (Prince, 1978), or pro...
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09/11/2019
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases
This paper describes DBPal, a new system to translate natural language u...
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04/02/2018