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07/21/2023
Robust Visual Question Answering: Datasets, Methods, and Future Challenges
Visual question answering requires a system to provide an accurate natur...
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05/23/2023
Mitigating Language Model Hallucination with Interactive Question-Knowledge Alignment
Despite the remarkable recent advances in language models, they still st...
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02/27/2023
Multi-Action Dialog Policy Learning from Logged User Feedback
Multi-action dialog policy, which generates multiple atomic dialog actio...
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02/10/2023
Fast Gumbel-Max Sketch and its Applications
The well-known Gumbel-Max Trick for sampling elements from a categorical...
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02/04/2023
An Effective and Differentially Private Protocol for Secure Distributed Cardinality Estimation
Counting the number of distinct elements distributed over multiple data ...
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01/26/2023
Federated Learning over Coupled Graphs
Graphs are widely used to represent the relations among entities. When o...
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04/25/2022
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs
Multi-action dialog policy (MADP), which generates multiple atomic dialo...
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12/15/2020
Learning to Check Contract Inconsistencies
Contract consistency is important in ensuring the legal validity of the ...
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04/06/2020
Distinguish Confusing Law Articles for Legal Judgment Prediction
Legal Judgment Prediction (LJP) is the task of automatically predicting ...
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02/02/2020
Fast Generating A Large Number of Gumbel-Max Variables
The well-known Gumbel-Max Trick for sampling elements from a categorical...
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05/23/2019
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions
Predicting interactions between structured entities lies at the core of ...
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11/14/2018