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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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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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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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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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10/28/2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones
Hierarchical relations are prevalent and indispensable for organizing hu...
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09/18/2021