Papers Factual probe
“Factual probe” 태그가 달린 논문 3편 · 필터 해제
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models
2024-04-05
· Jacek Wiland, Max Ploner, Alan Akbik
Knowledge probing assesses to which degree a language model (LM) has successfully learned relational knowledge during pre-training. Probing is an inexpensive way to compare LMs of different sizes and training configurati…
Factual probeGeneral KnowledgeKnowledge ProbingLanguage Modeling+2DeepStruct: Pretraining of Language Models for Structure Prediction
2022-05-21 · Findings (ACL) 2022 5
· Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong 외
We introduce a method for improving the structural understanding abilities of language models. Unlike previous approaches that finetune the models with task-specific augmentation, we pretrain language models on a collect…
coreference-resolutionCoreference ResolutionDialogue State TrackingEvent Extraction+14Zero-Shot Information Extraction as a Unified Text-to-Triple Translation
2021-09-23 · EMNLP 2021 11
· Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong 외
We cast a suite of information extraction tasks into a text-to-triple translation framework. Instead of solving each task relying on task-specific datasets and models, we formalize the task as a translation between task-…
Factual probeLanguage ModelingLanguage ModellingOpen Information Extraction+2
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