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Text Representation

2246 directly classified papers

Papers per year

Papers

Distributed Document and Phrase Co-embeddings for Descriptive Clustering EACL 2017
A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm EACL 2017
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017
A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really? EACL 2017
The strange geometry of skip-gram with negative sampling EMNLP 2017
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017
Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017
Incremental Skip-gram Model with Negative Sampling EMNLP 2017
VecShare: A Framework for Sharing Word Representation Vectors EMNLP 2017
Exploiting Word Internal Structures for Generic Chinese Sentence Representation EMNLP 2017
Mimicking Word Embeddings using Subword RNNs EMNLP 2017
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity SEMEVAL 2017
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity SEMEVAL 2017
MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications SEMEVAL 2017
ELiRF-UPV at SemEval-2017 Task 7: Pun Detection and Interpretation SEMEVAL 2017
The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic Resource EMNLP 2017
From Characters to Words to in Between: Do We Capture Morphology? ACL 2017
Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM CVPR 2017
Multilingual Vector Representations of Words, Sentences, and Documents IJCNLP 2017
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations IJCNLP 2017
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings ACL 2017
On the Distribution of Lexical Features at Multiple Levels of Analysis ACL 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ACL 2017
Unsupervised Text Segmentation Based on Native Language Characteristics ACL 2017