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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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07/06/2023
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering
We present Visual Knowledge oriented Programming platform (VisKoP), a kn...
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07/06/2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding
Deep text understanding, which requires the connections between a given ...
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06/15/2023
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
The unprecedented performance of large language models (LLMs) necessitat...
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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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12/19/2022
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization
Answering complex logical queries on incomplete knowledge graphs is a ch...
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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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01/17/2022
ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment
Self-supervised entity alignment (EA) aims to link equivalent entities a...
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01/17/2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning
Multi-hop knowledge graph (KG) reasoning has been widely studied in rece...
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06/08/2021
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making
Entity Matching (EM) aims at recognizing entity records that denote the ...
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04/14/2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability
Multi-hop reasoning has been widely studied in recent years to obtain mo...
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10/05/2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph
Multi-hop reasoning has been widely studied in recent years to seek an e...
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04/28/2020
KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion
Knowledge graphs (KGs) contains an instance-level entity graph and an on...
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12/03/2019
Music Style Classification with Compared Methods in XGB and BPNN
Scientists have used many different classification methods to solve the ...
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08/30/2019
Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations
Multi-hop knowledge graph (KG) reasoning is an effective and explainable...
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11/12/2018