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08/02/2023
Flows: Building Blocks of Reasoning and Collaborating AI
Recent advances in artificial intelligence (AI) have produced highly cap...
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04/04/2023
REFINER: Reasoning Feedback on Intermediate Representations
Language models (LMs) have recently shown remarkable performance on reas...
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10/13/2022
Language Model Decoding as Likelihood-Utility Alignment
A critical component of a successful language generation pipeline is the...
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06/07/2021
Generating Hypothetical Events for Abductive Inference
Abductive reasoning starts from some observations and aims at finding th...
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06/04/2021
COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion
Despite recent successes of large pre-trained language models in solving...
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05/07/2021
CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts
In this work we leverage commonsense knowledge in form of knowledge path...
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10/12/2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention
Social Commonsense Reasoning requires understanding of text, knowledge a...
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04/01/2019
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
To make machines better understand sentiments, research needs to move fr...
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03/28/2019