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Knowledge Probing

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Showing 1–46 of 46 papers

TitleStatusHype
Galactica: A Large Language Model for ScienceCode4
GPT Understands, TooCode2
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph EmbeddingsCode2
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical DomainCode2
mGPT: Few-Shot Learners Go MultilingualCode2
Calibrating Factual Knowledge in Pretrained Language ModelsCode1
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model DevelopmentCode1
Can Language Models Solve Graph Problems in Natural Language?Code1
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue SystemsCode1
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric MemoriesCode1
CoLAKE: Contextualized Language and Knowledge EmbeddingCode1
Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language UnderstandingCode1
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language ModelsCode1
COPEN: Probing Conceptual Knowledge in Pre-trained Language ModelsCode1
Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on WikidataCode1
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language ModelsCode1
Pretrain Knowledge-Aware Language Models—0
PromptGen: Automatically Generate Prompts using Generative Models—0
Prompt-Learning for Fine-Grained Entity Typing—0
Chaos with Keywords: Exposing Large Language Models Sycophantic Hallucination to Misleading Keywords and Evaluating Defense Strategies—0
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing—0
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing—0
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models—0
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection—0
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models—0
Knowledge-augmented Frame Semantic Parsing with Hybrid Prompt-tuning—0
Knowledge-Aware Language Model Pretraining—0
Knowledge Probing for Graph Representation Learning—0
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?—0
Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation—0
"Let's Argue Both Sides": Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities—0
LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models—0
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?—0
Pre-training Language Models with Deterministic Factual Knowledge—0
Prompt-Learning for Fine-Grained Entity Typing—0
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models—0
Towards Fully Self-Supervised Learning of Knowledge from Unstructured Text—0
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models—0
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models—0
Correlation and Navigation in the Vocabulary Key Representation Space of Language ModelsCode0
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred KnowledgeCode0
LM-CORE: Language Models with Contextually Relevant External KnowledgeCode0
An Empirical Study on Few-shot Knowledge Probing for Pretrained Language ModelsCode0
Assessing the Reliability of Large Language Model KnowledgeCode0
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language UnderstandingCode0
Unveiling LLMs: The Evolution of Latent Representations in a Dynamic Knowledge GraphCode0
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