conftrace_

Representation Learning

20,822 papers

Papers per year

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309
2011
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Papers

SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis NAACL 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling NAACL 2022
Multimodal Modeling of Task-Mediated Confusion NAACL 2022
Neural Networks in a Product of Hyperbolic Spaces NAACL 2022
Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations NAACL 2022
Tutorial on Multimodal Machine Learning NAACL 2022
An Item Response Theory Framework for Persuasion NAACL 2022
Exploring the Value of Multi-View Learning for Session-Aware Query Representation NAACL 2022
Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text NAACL 2022
StATIK: Structure and Text for Inductive Knowledge Graph Completion NAACL 2022
CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations NAACL 2022
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving NAACL 2022
Restoring Hebrew Diacritics Without a Dictionary NAACL 2022
A Self-supervised Joint Training Framework for Document Reranking NAACL 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022
All Information is Valuable: Question Matching over Full Information Transmission Network NAACL 2022
Temporal Attention for Language Models NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022
Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models NAACL 2022
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022