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05/08/2023
Improving Cross-Task Generalization with Step-by-Step Instructions
Instruction tuning has been shown to be able to improve cross-task gener...
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12/16/2022
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks
Causal chain reasoning (CCR) is an essential ability for many decision-m...
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09/23/2022
Exact Recovery of Community Detection in dependent Gaussian Mixture Models
We study the community detection problem on a Gaussian mixture model, in...
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08/25/2021
Matchings on Random Regular Hypergraphs
We prove the convergence in probability of free energy for matchings on ...
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07/21/2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision
Recent work has shown success in incorporating pre-trained models like B...
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07/21/2021
Guided Generation of Cause and Effect
We present a conditional text generation framework that posits sententia...
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11/20/2020
On the coercivity condition in the learning of interacting particle systems
In the learning of systems of interacting particles or agents, coercivit...
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08/29/2020
Exact Recovery of Community Detection in k-Community Gaussian Mixture Model
We study the community detection problem on a Gaussian mixture model, in...
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12/27/2019
On the identifiability of interaction functions in systems of interacting particles
Identifiability is of fundamental importance in the statistical learning...
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10/10/2019
Exact Recovery of Community Detection in k-partite Graph Models
We study the vertex classification problem on a graph in which the verti...
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09/19/2019
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder
Understanding event and event-centered commonsense reasoning are crucial...
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09/09/2019
Event Representation Learning Enhanced with External Commonsense Knowledge
Prior work has proposed effective methods to learn event representations...
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07/18/2019
ELG: An Event Logic Graph
The evolution and development of events have their own basic principles,...
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06/05/2019
Learning to Rank for Plausible Plausibility
Researchers illustrate improvements in contextual encoding strategies vi...
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05/17/2019
Story Ending Prediction by Transferable BERT
Recent advances, such as GPT and BERT, have shown success in incorporati...
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05/14/2018