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05/24/2023
ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games
In this work we examine the ability of language models to generate expli...
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05/24/2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions
In this work, we show that contemporary language models have a previousl...
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10/13/2022
Behavior Cloned Transformers are Neurosymbolic Reasoners
In this work, we explore techniques for augmenting interactive agents wi...
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03/14/2022
ScienceWorld: Is your Agent Smarter than a 5th Grader?
This paper presents a new benchmark, ScienceWorld, to test agents' scien...
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01/15/2022
Extracting Space Situational Awareness Events from News Text
Space situational awareness typically makes use of physical measurements...
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09/07/2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings
Building compositional explanations requires models to combine two or mo...
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07/16/2021
Darmok and Jalad at Tanagra: A Dataset and Model for English-to-Tamarian Translation
Tamarian, a fictional language introduced in the Star Trek episode Darmo...
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04/17/2021
Explaining Answers with Entailment Trees
Our goal, in the context of open-domain textual question-answering (QA),...
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11/24/2019
ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition
Named entity recognition identifies common classes of entities in text, ...
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10/25/2019
QASC: A Dataset for Question Answering via Sentence Composition
Composing knowledge from multiple pieces of texts is a key challenge in ...
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08/15/2019
Multi-class Hierarchical Question Classification for Multiple Choice Science Exams
Prior work has demonstrated that question classification (QC), recognizi...
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05/29/2018