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08/28/2023
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Although large language models (LLMs) demonstrate impressive performance...
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08/07/2023
DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data
Despite the tremendous advances achieved over the past years by deep lea...
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05/24/2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering
Explainable question answering (XQA) aims to answer a given question and...
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11/03/2022
Video Event Extraction via Tracking Visual States of Arguments
Video event extraction aims to detect salient events from a video and id...
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10/12/2022
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension
Knowledge graphs, as the cornerstone of many AI applications, usually fa...
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03/12/2022
ELLE: Efficient Lifelong Pre-training for Emerging Data
Current pre-trained language models (PLM) are typically trained with sta...
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05/28/2021
Knowledge Inheritance for Pre-trained Language Models
Recent explorations of large-scale pre-trained language models (PLMs) su...
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10/26/2020
Malicious Requests Detection with Improved Bidirectional Long Short-term Memory Neural Networks
Detecting and intercepting malicious requests are one of the most widely...
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10/16/2020
Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN
What mechanisms causes GAN's entanglement? Although developing disentang...
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11/19/2019