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Learning Semantic Representations for Novel Words: Leveraging Both Form and Context
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Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings
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Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking
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A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction
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Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts
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7 |
Analytical Methods for Interpretable Ultradense Word Embeddings
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Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging
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9 |
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging ...
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Neural Architectures for Fine-Grained Propaganda Detection in News ...
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11 |
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 ...
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12 |
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ...
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13 |
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes ...
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14 |
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ...
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15 |
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ...
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16 |
Analytical Methods for Interpretable Ultradense Word Embeddings ...
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