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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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06/12/2023
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation
Event extraction (EE) is a crucial task aiming at extracting events from...
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05/23/2023
Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction
The robustness to distribution changes ensures that NLP models can be su...
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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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10/08/2022
ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction
Document-level relation extraction with graph neural networks faces a fu...
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01/17/2022