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Representation Learning

4,516 papers

Papers per year

Papers

A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021
Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021
LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021
Locality Preserving Sentence Encoding EMNLP 2021
SciCap: Generating Captions for Scientific Figures EMNLP 2021
COSMic: A Coherence-Aware Generation Metric for Image Descriptions EMNLP 2021
Post-Editing Extractive Summaries by Definiteness Prediction EMNLP 2021
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation EMNLP 2021
Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages EMNLP 2021
Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring EMNLP 2021
A multilabel approach to morphosyntactic probing EMNLP 2021
Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation EMNLP 2021
Secoco: Self-Correcting Encoding for Neural Machine Translation EMNLP 2021
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP 2021
ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns’ Semantic Properties and their Prototypicality EMNLP 2021
ProSPer: Probing Human and Neural Network Language Model Understanding of Spatial Perspective EMNLP 2021
Screening Gender Transfer in Neural Machine Translation EMNLP 2021
What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021
Learning Mathematical Properties of Integers EMNLP 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
Do Language Models Know the Way to Rome? EMNLP 2021
Exploratory Model Analysis Using Data-Driven Neuron Representations EMNLP 2021
Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021
Tracing variation in discourse connectives in translation and interpreting through neural semantic spaces EMNLP 2021