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Text Representation

2246 directly classified papers

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Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity CONLL 2018
Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018
Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation CONLL 2018
Continuous Word Embedding Fusion via Spectral Decomposition CONLL 2018
Learning Distributional Token Representations from Visual Features ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
Quantum-Inspired Complex Word Embedding ACL 2018
Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization ACL 2018
YEDDA: A Lightweight Collaborative Text Span Annotation Tool ACL 2018
GNEG: Graph-Based Negative Sampling for word2vec ACL 2018
A Rank-Based Similarity Metric for Word Embeddings ACL 2018
PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields ACL 2018
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018
Analogical Reasoning on Chinese Morphological and Semantic Relations ACL 2018
hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level COLING 2018
Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking COLING 2018
Addressing Noise in Multidialectal Word Embeddings ACL 2018
An Annotated Corpus of Picture Stories Retold by Language Learners COLING 2018
Learning Semantic Sentence Embeddings using Pair-wise Discriminator COLING 2018
Marrying Universal Dependencies and Universal Morphology EMNLP 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018