Representation Learning

Modeling the Evolution of Word Senses with Force-Directed Layouts of Co-occurrence Networks ACL 2021 Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection AAAI 2021 Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge CoNLL 2021 Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks AAAI 2021 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021 Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings IJCAI 2021 Model Selection for Cross-lingual Transfer EMNLP 2021 Modular Networks for Compositional Instruction Following NAACL 2021 MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation AAAI 2021 Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021 Monolingual Word Sense Alignment as a Classification Problem EACL 2021 More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021 Morph Call: Probing Morphosyntactic Content of Multilingual Transformers NAACL 2021 Morphological Segmentation for Seneca NAACL 2021 MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology ACL 2021 Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task NAACL 2021 Motif-based Graph Self-Supervised Learning for Molecular Property Prediction NeurIPS 2021 MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021 Movie Summarization via Sparse Graph Construction AAAI 2021 MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021 MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network CVPR 2021 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021 MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction ICCV 2021 MST: Masked Self-Supervised Transformer for Visual Representation NeurIPS 2021 MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences NAACL 2021