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Text Representation

2246 directly classified papers

Papers per year

Papers

Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018
InferLite: Simple Universal Sentence Representations from Natural Language Inference Data EMNLP 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
On Tree-Based Neural Sentence Modeling EMNLP 2018
Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018
Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
An Annotated Corpus of Picture Stories Retold by Language Learners COLING 2018
Streaming word similarity mining on the cheap EMNLP 2018
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models EMNLP 2018
Interpretable Word Embedding Contextualization EMNLP 2018
Quantifying Context Overlap for Training Word Embeddings EMNLP 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018
Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models ACL 2018
Extended and Enhanced Polish Dependency Bank in Universal Dependencies Format EMNLP 2018
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes? SEMEVAL 2018
ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SEMEVAL 2018
ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia SEMEVAL 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings ACL 2018
TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection SEMEVAL 2018
Improving Topic Quality by Promoting Named Entities in Topic Modeling ACL 2018
GHH at SemEval-2018 Task 10: Discovering Discriminative Attributes in Distributional Semantics SEMEVAL 2018
UMBC at SemEval-2018 Task 8: Understanding Text about Malware SEMEVAL 2018