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Representation Learning

2843 directly classified papers

Papers per year

Papers

Listwise Learning to Rank Based on Approximate Rank Indicators AAAI 2022
PrivateMail: Supervised Manifold Learning of Deep Features with Privacy for Image Retrieval AAAI 2022
Graph Pointer Neural Networks AAAI 2022
Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022
Detecting Neighborhood Gentrification at Scale via Street Views and POIs (Student Abstract) AAAI 2022
Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems JMLR 2022
Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022
Gauss-Legendre Features for Gaussian Process Regression JMLR 2022
SURF: Semantic-level Unsupervised Reward Function for Machine Translation NAACL 2022
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances NAACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
Learning to Express in Knowledge-Grounded Conversation NAACL 2022
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022
Label Anchored Contrastive Learning for Language Understanding NAACL 2022
Inducing and Using Alignments for Transition-based AMR Parsing NAACL 2022
EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022
CMQA: A Dataset of Conditional Question Answering with Multiple-Span Answers COLING 2022
IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification COLING 2022
Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022
Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching COLING 2022
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022