semantic knowledge

The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023 Toward Re-Identifying Any Animal NeurIPS 2023 Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023 Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts ICCV 2023 Does BERT Rediscover a Classical NLP Pipeline? COLING 2022 Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022 How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022 KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022 Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022 MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022 On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022 Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022 Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting IJCAI 2022 SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning WACV 2022 Semantic-based Pre-training for Dialogue Understanding COLING 2022 SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SemEval 2022 SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022 Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022 The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022 Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ACL 2021 Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks NAACL 2021 Increasing Sentence-Level Comprehension Through Text Classification of Epistemic Functions EMNLP 2021 Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021