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Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints
Quan Liu
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Hui Jiang
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Si Wei
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Zhen-Hua Ling
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Yu Hu
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Paper Details:
Month: July
Year: 2015
Location: Beijing, China
Venue:
ACL |
IJCNLP |
Citations
URL
Enriching Word Embeddings with Domain Knowledge for Readability Assessment
Zhiwei Jiang
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Qing Gu
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Yafeng Yin
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Daoxu Chen
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Task-oriented Word Embedding for Text Classification
Qian Liu
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Heyan Huang
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Yang Gao
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Xiaochi Wei
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Yuxin Tian
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Luyang Liu
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WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji
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Hyokun Yun
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Pinar Yanardag
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Shin Matsushima
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S. V. N. Vishwanathan
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
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Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
Olivier Ferret
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Learning Word Representations with Regularization from Prior Knowledge
Yan Song
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Chia-Jung Lee
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Fei Xia
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Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić
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Diarmuid Ó Séaghdha
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Blaise Thomson
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Milica Gašić
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Lina M. Rojas-Barahona
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Pei-Hao Su
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David Vandyke
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Tsung-Hsien Wen
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Steve Young
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Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks
Yangtuo Peng
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Hui Jiang
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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Specialising Word Vectors for Lexical Entailment
Ivan Vulić
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Nikola Mrkšić
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Revisiting Word Embedding for Contrasting Meaning
Zhigang Chen
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Wei Lin
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Qian Chen
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Xiaoping Chen
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Si Wei
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Hui Jiang
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Xiaodan Zhu
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Incorporating Relational Knowledge into Word Representations using Subspace Regularization
Abhishek Kumar
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Jun Araki
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
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Ivan Vulić
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Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings
Maksim Tkachenko
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Chong Cher Chia
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Hady Lauw
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Batch IS NOT Heavy: Learning Word Representations From All Samples
Xin Xin
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Fajie Yuan
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Xiangnan He
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Joemon M. Jose
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Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
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Xiaodan Zhu
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Zhen-Hua Ling
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Diana Inkpen
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Si Wei
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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Ordinal Common-sense Inference
Sheng Zhang
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Rachel Rudinger
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Kevin Duh
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Benjamin Van Durme
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Adjusting Word Embeddings with Semantic Intensity Orders
Joo-Kyung Kim
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Marie-Catherine de Marneffe
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Eric Fosler-Lussier
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Improving Clinical Diagnosis Inference through Integration of Structured and Unstructured Knowledge
Yuan Ling
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Yuan An
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Sadid Hasan
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http://mattmahoney.net/dc/enwik9.zip
http://dumps.wikimedia.org/enwiki/latest/enwiki-latest-
http://mattmahoney.net/dc/textdata.html
https://code.google.com/p/word2vec
Field Of Study
Linguistic Trends
Embeddings
Task
Semantic Parsing
Semantic Similarity
Machine Translation
Text Categorization
Approach
Deep Learning
Semi-supervised Learning
Language
English
Dataset
News
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