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Papers
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
Comparative Knowledge Distillation
WACV 2025
LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models
NAACL 2025
Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge
NAACL 2025
Plugging Schema Graph into Multi-Table QA: A Human-Guided Framework for Reducing LLM Reliance
EMNLP 2025
Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations
UAI 2025
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models
NAACL 2024
Can LMs Store and Retrieve 1-to-N Relational Knowledge?
ACL 2023
Linkless Link Prediction via Relational Distillation
ICML 2023
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences
NAACL 2022
Can Language Models Serve as Temporal Knowledge Bases?
EMNLP 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation
CVPR 2022
Probing Relational Knowledge in Language Models via Word Analogies
EMNLP 2022
Distilling Relation Embeddings from Pretrained Language Models
EMNLP 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks
ACL 2021
Relational World Knowledge Representation in Contextual Language Models: A Review
EMNLP 2021
Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference
ACL 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT
EMNLP 2020
Inducing Relational Knowledge from BERT
AAAI 2020
KARNA at COIN Shared Task 1: Bidirectional Encoder Representations from Transformers with relational knowledge for machine comprehension with common sense
EMNLP 2019
Language Models as Knowledge Bases?
EMNLP 2019
Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data
EMNLP 2019
Relational Knowledge Distillation
CVPR 2019
Relational Word Embeddings
ACL 2019
Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge
SemEval 2018