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Representation Learning

4,516 papers

Papers per year

Papers

Contextual Embeddings: When Are They Worth It? ACL 2020
Knowledge Graph Embedding Compression ACL 2020
Masked Language Model Scoring ACL 2020
Improving Transformer Models by Reordering their Sublayers ACL 2020
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation ACL 2020
Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ACL 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020
MIND: A Large-scale Dataset for News Recommendation ACL 2020
Biomedical Entity Representations with Synonym Marginalization ACL 2020
How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems ACL 2020
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020
Analyzing analytical methods: The case of phonology in neural models of spoken language ACL 2020
Probing for Referential Information in Language Models ACL 2020
Towards Transparent and Explainable Attention Models ACL 2020
Modeling Word Formation in English–German Neural Machine Translation ACL 2020
Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020
Similarity Analysis of Contextual Word Representation Models ACL 2020
On the Spontaneous Emergence of Discrete and Compositional Signals ACL 2020
Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ACL 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ACL 2020
Towards Debiasing Sentence Representations ACL 2020
SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations ACL 2020
A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL 2020