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knowledge probing

49 papers

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factual knowledge (128) language model (4573) large language model (12755) pre-trained language model (1514) pretrained language model (1027) language model evaluation (221) multilingual language model (428) masked language model (332) question answering (2904) knowledge base (801)

Papers

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models ACL 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models EMNLP 2023
Do language models have coherent mental models of everyday things? ACL 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge ACL 2023
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models EMNLP 2022
PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022
Can Language Models Serve as Temporal Knowledge Bases? EMNLP 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
Does BERT Know that the IS-A Relation Is Transitive? ACL 2022
Entity Cloze By Date: What LMs Know About Unseen Entities NAACL 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge NAACL 2022
Probing Simile Knowledge from Pre-trained Language Models ACL 2022
Factual Consistency of Multilingual Pretrained Language Models ACL 2022
Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing EMNLP 2022
Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models EACL 2021
Analyzing BERT’s Knowledge of Hypernymy via Prompting EMNLP 2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall NAACL 2021
Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains EMNLP 2021
Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020