conftrace_

semantic representation

497 papers

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Co-occurring keywords

representation learning (6206) word embedding (1764) abstract meaning representation (187) zero-shot learning (3650) large language model (13587) neural network (6616) attention mechanism (4001) semantic parsing (960) contrastive learning (4032) multimodal learning (4645)

Papers

Semantic Expressive Capacity with Bounded Memory ACL 2019
Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019
Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models EMNLP 2019
Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations EMNLP 2019
Context-Aware Zero-Shot Learning for Object Recognition ICML 2019
Concept Pointer Network for Abstractive Summarization IJCNLP 2019
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching IJCNLP 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019
Core Semantic First: A Top-down Approach for AMR Parsing EMNLP 2019
Transformer and seq2seq model for Paraphrase Generation EMNLP 2019
Generating Discourse Inferences from Unscoped Episodic Logical Formulas ACL 2019
Dual Supervised Learning for Natural Language Understanding and Generation ACL 2019
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019
Additive Compositionality of Word Vectors EMNLP 2019
Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019
Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables AAAI 2019
Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning IJCAI 2019
Augmenting word2vec with latent Dirichlet allocation within a clinical application NAACL 2019
Cooperative Learning of Disjoint Syntax and Semantics NAACL 2019
The problem with probabilistic DAG automata for semantic graphs NAACL 2019
Content Differences in Syntactic and Semantic Representation NAACL 2019
Semantic Spatial Representation: a unique representation of an environment based on an ontology for robotic applications NAACL 2019
Graph-based Neural Sentence Ordering IJCAI 2019
DeepHuman: 3D Human Reconstruction From a Single Image ICCV 2019
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL 2018