conftrace_

contextual representation

103 papers

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Co-occurring keywords

representation learning (6206) word embedding (1764) language model (4599) named entity recognition (2813) pre-trained language model (1515) semantic analysis (785) pretrained language model (1030) contextual embedding (288) transformer model (1996) attention mechanism (4001)

Papers

Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL 2020
tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020
Semi-supervised Contextual Historical Text Normalization ACL 2020
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models ACL 2020
RANet: Region Attention Network for Semantic Segmentation NIPS 2020
Context-Aware Self-Attention Networks AAAI 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019
Contextual Text Denoising with Masked Language Model EMNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? INTERSPEECH 2019
Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019
Gendered Pronoun Resolution using BERT and an Extractive Question Answering Formulation ACL 2019
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension NAACL 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019
Machine Reading Comprehension Using Structural Knowledge Graph-aware Network IJCNLP 2019
Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation IJCNLP 2019
Linguistic Knowledge and Transferability of Contextual Representations NAACL 2019
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ACL 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations NIPS 2019
Putting Words in Context: LSTM Language Models and Lexical Ambiguity ACL 2019
Incorporating Context into Language Encoding Models for fMRI NIPS 2018
Contextualized Character Representation for Chinese Grammatical Error Diagnosis ACL 2018