b'Wei Lu'

Generative Adversarial Neural Architecture Search

Despite the empirical success of neural architecture search (NAS) in dee...
05/19/2021 ∙ by Seyed Saeed Changiz Rezaei, et al. ∙ 0 ∙ share

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MCTG:Multi-frequency continuous-share trading algorithm with GARCH based on deep reinforcement learning

Making profits in stock market is a challenging task for both profession...
05/08/2021 ∙ by Zhishun Wang, et al. ∙ 0 ∙ share

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Better Feature Integration for Named Entity Recognition

It has been shown that named entity recognition (NER) could benefit from...
04/12/2021 ∙ by Lu Xu, et al. ∙ 0 ∙ share

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LAGOS-AND: A Large, Gold Standard Dataset for Scholarly Author Name Disambiguation

In this paper, we present a method to automatically generate a large-sca...
04/05/2021 ∙ by Li Zhang, et al. ∙ 0 ∙ share

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A unified approach for covariance matrix estimation under Stein loss

In this paper, we address the problem of estimating a covariance matrix ...
03/20/2021 ∙ by Anis M. Haddouche, et al. ∙ 0 ∙ share

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A new method for constructing linear codes with small hulls

The hull of a linear code over finite fields is the intersection of the ...
03/19/2021 ∙ by Liqin Qian, et al. ∙ 0 ∙ share

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Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

Is chatbot able to completely replace the human agent? The short answer ...
12/14/2020 ∙ by Jiawei Liu, et al. ∙ 0 ∙ share

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Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation

AMR-to-text generation is used to transduce Abstract Meaning Representat...
10/09/2020 ∙ by Yan Zhang, et al. ∙ 0 ∙ share

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Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders

Named entity recognition and relation extraction are two important funda...
10/08/2020 ∙ by Jue Wang, et al. ∙ 0 ∙ share

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Aspect Sentiment Classification with Aspect-Specific Opinion Spans

Aspect based sentiment analysis, predicting sentiment polarity of given ...
10/06/2020 ∙ by Lu Xu, et al. ∙ 0 ∙ share

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Position-Aware Tagging for Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) is the task of extracting the...
10/06/2020 ∙ by Lu Xu, et al. ∙ 0 ∙ share

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RPT: Learning Point Set Representation for Siamese Visual Tracking

While remarkable progress has been made in robust visual tracking, accur...
08/08/2020 ∙ by Ziang Ma, et al. ∙ 3 ∙ share

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Reasoning with Latent Structure Refinement for Document-Level Relation Extraction

Document-level relation extraction requires integrating information with...
05/13/2020 ∙ by Guoshun Nan, et al. ∙ 0 ∙ share

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Knowledge Graph Empowered Entity Description Generation

Existing works on KG-to-text generation take as input a few RDF triples ...
04/30/2020 ∙ by Liying Cheng, et al. ∙ 0 ∙ share

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STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization

Abstractive summarization aims to rewrite a long document to its shorter...
04/04/2020 ∙ by Yanyan Zou, et al. ∙ 0 ∙ share

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Adversarial Deep Network Embedding for Cross-network Node Classification

In this paper, the task of cross-network node classification, which leve...
02/18/2020 ∙ by Xiao Shen, et al. ∙ 0 ∙ share

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Self-Directed Online Machine Learning for Topology Optimization

Topology optimization by optimally distributing materials in a given dom...
02/04/2020 ∙ by Changyu Deng, et al. ∙ 0 ∙ share

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Self-Directed Online Learning for Topology Optimization

Topology optimization by optimally distributing materials in a given dom...
02/04/2020 ∙ by Changyu Deng, et al. ∙ 0 ∙ share

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Deep-Learning-Enabled Simulated Annealing for Topology Optimization

Topology optimization by distributing materials in a domain requires sto...
02/04/2020 ∙ by Changyu Deng, et al. ∙ 0 ∙ share

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Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model

The nonliteral interpretation of a text is hard to be understood by mach...
01/03/2020 ∙ by Guoxiu He, et al. ∙ 24 ∙ share

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Minimal Linear Codes Constructed from Functions

In this paper, we consider minimal linear codes in a general constructio...
11/25/2019 ∙ by Xia Wu, et al. ∙ 0 ∙ share

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The Parameters of Minimal Linear Codes

Let k≤ n be two positive integers and q a prime power. The basic questio...
11/18/2019 ∙ by Wei Lu, et al. ∙ 0 ∙ share

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Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis

Target-based sentiment analysis or aspect-based sentiment analysis (ABSA...
11/05/2019 ∙ by Haiyun Peng, et al. ∙ 0 ∙ share

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Six constructions of asymptotically optimal codebooks via the character sums

In this paper, using additive characters of finite field, we find a code...
11/01/2019 ∙ by Wei Lu, et al. ∙ 0 ∙ share

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RCRnorm: An integrated system of random-coefficient hierarchical regression models for normalizing NanoString nCounter data

Formalin-fixed paraffin-embedded (FFPE) samples have great potential for...
10/28/2019 ∙ by Gaoxiang Jia, et al. ∙ 0 ∙ share

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Aligning Cross-Lingual Entities with Multi-Aspect Information

Multilingual knowledge graphs (KGs), such as YAGO and DBpedia, represent...
10/15/2019 ∙ by Hsiu-Wei Yang, et al. ∙ 0 ∙ share

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Text2Math: End-to-end Parsing Text into Math Expressions

We propose Text2Math, a model for semantically parsing text into math ex...
10/15/2019 ∙ by Yanyan Zou, et al. ∙ 0 ∙ share

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Dependency-Guided LSTM-CRF for Named Entity Recognition

Dependency tree structures capture long-distance and syntactic relations...
09/23/2019 ∙ by Zhanming Jie, et al. ∙ 0 ∙ share

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Learning Explicit and Implicit Structures for Targeted Sentiment Analysis

Targeted sentiment analysis is the task of jointly predicting target ent...
09/17/2019 ∙ by Hao Li, et al. ∙ 0 ∙ share

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UER: An Open-Source Toolkit for Pre-training Models

Existing works, including ELMO and BERT, have revealed the importance of...
09/12/2019 ∙ by Zhe Zhao, et al. ∙ 0 ∙ share

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Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities

In medical documents, it is possible that an entity of interest not only...
09/03/2019 ∙ by Bailin Wang, et al. ∙ 0 ∙ share

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Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems

An arithmetic word problem typically includes a textual description cont...
08/31/2019 ∙ by Yanyan Zou, et al. ∙ 0 ∙ share

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Joint Detection and Location of English Puns

A pun is a form of wordplay for an intended humorous or rhetorical effec...
08/31/2019 ∙ by Yanyan Zou, et al. ∙ 0 ∙ share

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The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy

Numerous learning methods for fuzzy cognitive maps (FCMs), such as the H...
08/22/2019 ∙ by Guoliang Feng, et al. ∙ 0 ∙ share

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Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning

We focus on graph-to-sequence learning, which can be framed as transduci...
08/16/2019 ∙ by Zhijiang Guo, et al. ∙ 0 ∙ share

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Attention Guided Graph Convolutional Networks for Relation Extraction

Dependency trees convey rich structural information that is proven usefu...
06/18/2019 ∙ by Zhijiang Guo, et al. ∙ 0 ∙ share

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New constructions of asymptotically optimal codebooks via character sums over a local ring

In this paper, we present explicit description on the additive character...
06/13/2019 ∙ by Liqin Qian, et al. ∙ 0 ∙ share

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Two constructions of asymptotically optimal codebooks via the trace functions

In this paper, we present two new constructions of complex codebooks wit...
05/06/2019 ∙ by Xia Wu, et al. ∙ 0 ∙ share

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Fair cost allocation for ridesharing services - modeling, mathematical programming and an algorithm to find the nucleolus

This paper addresses one of the most challenging issues in designing an ...
02/19/2019 ∙ by Wei Lu, et al. ∙ 0 ∙ share

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A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

Learning word embeddings has received a significant amount of attention ...
02/01/2019 ∙ by Wei Yang, et al. ∙ 0 ∙ share

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Direct Citations between Citing Publications

This paper defines and explores the direct citations between citing publ...
11/02/2018 ∙ by Yong Huang, et al. ∙ 0 ∙ share

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Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators

In this paper, we propose a new model that is capable of recognizing ove...
10/22/2018 ∙ by Aldrian Obaja Muis, et al. ∙ 0 ∙ share

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Learning to Recognize Discontiguous Entities

This paper focuses on the study of recognizing discontiguous entities. M...
10/19/2018 ∙ by Aldrian Obaja Muis, et al. ∙ 0 ∙ share

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Weak Semi-Markov CRFs for NP Chunking in Informal Text

This paper introduces a new annotated corpus based on an existing inform...
10/19/2018 ∙ by Aldrian Obaja Muis, et al. ∙ 0 ∙ share

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Efficient Dependency-Guided Named Entity Recognition

Named entity recognition (NER), which focuses on the extraction of seman...
10/19/2018 ∙ by Zhanming Jie, et al. ∙ 0 ∙ share

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Neural Adaptation Layers for Cross-domain Named Entity Recognition

Recent research efforts have shown that neural architectures can be effe...
10/15/2018 ∙ by Bill Yuchen Lin, et al. ∙ 0 ∙ share

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Neural Segmental Hypergraphs for Overlapping Mention Recognition

In this work, we propose a novel segmental hypergraph representation to ...
10/03/2018 ∙ by Bailin Wang, et al. ∙ 0 ∙ share

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A Neural Transition-based Model for Nested Mention Recognition

It is common that entity mentions can contain other mentions recursively...
10/03/2018 ∙ by Bailin Wang, et al. ∙ 0 ∙ share

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Dependency-based Hybrid Trees for Semantic Parsing

We propose a novel dependency-based hybrid tree model for semantic parsi...
09/01/2018 ∙ by Zhanming Jie, et al. ∙ 0 ∙ share

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Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response

Quantification of local metabolic tumor volume (MTV) chan-ges after Chem...
08/24/2018 ∙ by Sadegh Riyahi, et al. ∙ 0 ∙ share

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Wei Lu

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