conftrace_

semantic knowledge

80 papers

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Co-occurring keywords

zero-shot learning (3650) pre-trained language model (1515) representation learning (6206) language model (4599) neural network (6616) word embedding (1764) syntactic knowledge (44) few-shot learning (3398) knowledge graph (1837) vision-language model (2348)

Papers

SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge INTERSPEECH 2023
Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts ICCV 2023
Does BERT Rediscover a Classical NLP Pipeline? COLING 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SEMEVAL 2022
Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022
Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022
Semantic-based Pre-training for Dialogue Understanding COLING 2022
KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022
Meta-Complementing the Semantics of Short Texts in Neural Topic Models NIPS 2022
Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge 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
On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022
Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative EMNLP 2022
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge EMNLP 2021
Increasing Sentence-Level Comprehension Through Text Classification of Epistemic Functions EMNLP 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge CONLL 2021
Learning Instance-Level N-Ary Semantic Knowledge At Scale For Robots Operating in Everyday Environments RSS 2021