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Max-Margin Tensor Neural Network for Chinese Word Segmentation
TLDR
We propose a novel neural network model for Chinese word segmentation called Max-Margin Tensor Neural Network (MMTNN). Expand
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Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study
TLDR
Neural sequence-to-sequence (seq2seq) approaches have proven to be successful in grammatical error correction (GEC). Expand
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Fluency Boost Learning and Inference for Neural Grammatical Error Correction
TLDR
We propose a novel fluency boost learning and inference mechanism to improve the performance of seq2seq models for grammatical error correction. Expand
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Encoding Temporal Information for Time-Aware Link Prediction
TLDR
We use temporal order constraints to model transformation between time-sensitive relations and enforce the embeddings to be temporally consistent and accurate. Expand
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Towards Time-Aware Knowledge Graph Completion
TLDR
We present a novel time-aware knowledge graph completion model that is able to predict links in a KG using both the existing facts and the temporal information of the facts. Expand
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Formality Style Transfer with Hybrid Textual Annotations
TLDR
In this paper, we propose an omnivorous model that takes parallel data and formality-classified data jointly to alleviate the data sparsity issue. Expand
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Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion
TLDR
This paper proposes a novel and effective approach - exploiting task-oriented resources to learn word embeddings for expanding abbreviations in clinical notes. Expand
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Event Detection with Burst Information Networks
TLDR
We propose two fast centroid-aware event detection models based on a novel text stream representation – Burst Information Networks (BINets) for addressing the challenge. Expand
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Use of a proximal humeral internal locking system enhanced by injectable graft for minimally invasive treatment of osteoporotic proximal humeral fractures in elderly patients
Objective:  To investigate the effect of treatment of osteoporotic proximal humeral fractures in elderly patients with a proximal humeral internal locking system (PHILOS) and minimally invasiveExpand
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H− cusp source development for 100 MeV compact cyclotron at China Institute of Atomic Energy
As a part of the Upgrade Project of Beijing Tandem Accelerator Laboratory, a 100 MeV compact cyclotron was designed for the generation of high intensity proton beams. Due to the limit of acceptanceExpand
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