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05/12/2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
Commonsense reasoning is omnipresent in human communications and thus is...
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10/16/2022
Character-Centric Story Visualization via Visual Planning and Token Alignment
Story visualization advances the traditional text-to-image generation by...
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05/04/2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts
Stories or narratives are comprised of a sequence of events. To compose ...
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04/16/2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning
Stories and narratives are composed based on a variety of events. Unders...
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01/28/2021
Modeling Context in Answer Sentence Selection Systems on a Latency Budget
Answer Sentence Selection (AS2) is an efficient approach for the design ...
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01/13/2021
EventPlus: A Temporal Event Understanding Pipeline
We present EventPlus, a temporal event understanding pipeline that integ...
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12/30/2020
DEER: A Data Efficient Language Model for Event Temporal Reasoning
Pretrained language models (LMs) such as BERT, RoBERTa, and ELECTRA are ...
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12/16/2020
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
There has been a steady need in the medical community to precisely extra...
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09/15/2020
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction
Extracting event temporal relations is a critical task for information e...
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05/01/2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions
A critical part of reading is being able to understand the temporal rela...
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09/22/2019
Deep Structured Neural Network for Event Temporal Relation Extraction
We propose a novel deep structured learning framework for event temporal...
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09/02/2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
We propose a joint event and temporal relation extraction model with sha...
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04/26/2019