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Representation Learning

2843 directly classified papers

Papers per year

Papers

Language Model Pre-Training with Sparse Latent Typing EMNLP 2022
Infinite SCAN: An Infinite Model of Diachronic Semantic Change EMNLP 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning EMNLP 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
Can language models learn from explanations in context? EMNLP 2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval EMNLP 2022
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022
On the Curious Case of l2 norm of Sense Embeddings EMNLP 2022
Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System EMNLP 2022
Probing Relational Knowledge in Language Models via Word Analogies EMNLP 2022
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure EMNLP 2022
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures EMNLP 2022
Lexical Generalization Improves with Larger Models and Longer Training EMNLP 2022
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks EMNLP 2022
Baked-in State Probing EMNLP 2022
CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022
A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022