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Representation Learning

2843 directly classified papers

Papers per year

Papers

Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) AAAI 2022
From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022
Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022
A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022
Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization AAAI 2022
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022
Learning Augmented Binary Search Trees ICML 2022
Making Linear MDPs Practical via Contrastive Representation Learning ICML 2022
Emotion Enriched Retrofitted Word Embeddings COLING 2022
Eureka: Neural Insight Learning for Knowledge Graph Reasoning COLING 2022
Multimodal Modeling of Task-Mediated Confusion NAACL 2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling NAACL 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL 2022
Disentangling Categorization in Multi-agent Emergent Communication NAACL 2022
Rethinking Attention-Model Explainability through Faithfulness Violation Test ICML 2022
The Tree Loss: Improving Generalization with Many Classes AISTATS 2022
Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound PGM 2022
Local Augmentation for Graph Neural Networks ICML 2022
Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching ICML 2022
IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection ACL 2022
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection ACL 2022
Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020 ACL 2022
“Vaderland”, “Volk” and “Natie”: Semantic Change Related to Nationalism in Dutch Literature Between 1700 and 1880 Captured with Dynamic Bernoulli Word Embeddings ACL 2022
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022
A Natural Diet: Towards Improving Naturalness of Machine Translation Output ACL 2022