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05/28/2023
In-Context Analogical Reasoning with Pre-Trained Language Models
Analogical reasoning is a fundamental capacity of human cognition that a...
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05/26/2023
NLP Reproducibility For All: Understanding Experiences of Beginners
As natural language processing (NLP) has recently seen an unprecedented ...
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10/22/2022
DANLI: Deliberative Agent for Following Natural Language Instructions
Recent years have seen an increasing amount of work on embodied AI agent...
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05/04/2022
Reproducibility Beyond the Research Community: Experience from NLP Beginners
As NLP research attracts public attention and excitement, it becomes inc...
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12/17/2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts
Language-enabled AI systems can answer complex, multi-hop questions to h...
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09/10/2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding
Large-scale, pre-trained language models (LMs) have achieved human-level...
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09/10/2021
Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers
As large-scale, pre-trained language models achieve human-level and supe...
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01/09/2021
Are We There Yet? Learning to Localize in Embodied Instruction Following
Embodied instruction following is a challenging problem requiring an age...
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04/02/2019