Session 1

 Overview of the NLPCC 2019 Shared Task: Cross-Domain Dependency Parsing

 Domain information Enhanced Dependency Parser

 Cross-Domain Transfer Learning for Dependency Parsing

 Session 2

 Overview of the NLPCC 2019 Shared Task: Open-Domain Semantic Parsing

 A Sketch-Based System for Semantic Parsing

 A Transformer-based Semantic Parser for NLPCC-2019 Shared Task 2

 Session 3

 Overview of the NLPCC 2019 Shared Task: Open Domain Conversation

 Break

 Session 4

 An Overview of the 2019 Language and Intelligence Challenge

 DuIE: A Large-scale Chinese Dataset for Information Extraction

 BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction

 Goal-oriented Knowledge-driven Neural Dialog Generation System

 Multple Perspective Answer Reranking for Multi-Passage Reading Comprehension

 Proactive Knowledge-Goals Dialogue System Based on Pointer Network

 A Relation Proposal Network for End-to-End Information Extraction

 Chinese Idiom MRC Session

 Session 1

 What is the core competence of NLPer?

 Modern history of NLP: four phases of deep learning technology

 Some thoughts of NLP research

 Session 2

 Research = re- + *kikro-

 Language Model Pre-training for Natural Language Understanding and Generation

 From Prototype to Product

 Session 3

 Panel Discussion

 Session 1

 Lifelong and Continual Learning on the Job

 Explainable AI: A Brief Survey on History, Research Areas, Approaches and Challenges

 Disentangling Latent Emotions of Word Embeddings On Complex Emotional Narratives

 Session 2

 Interpretable Spatial-Temporal Attention Graph Convolution Network for Service Part Hierarchical Demand Forecast

 Feature-less End-to-End Nested Term Extraction

 Modeling Human Intelligence in Customer-Agent Conversation Using Fine-Grained Dialogue Acts

 Using Aspect-based Analytsis for explainable Sentiment Predictions

 A Modified LIME and its Application to Explain Service Supply Chain Forecasting

 Crosslingual Neural Vector Conceptualization

 Discrimination Assessment for Saliency Maps

 Session 1

 Welcom Speech

 Speaker: Minlie Huang, Associate professor in Tsinghua University

 Speaker: Yang Feng, Associate Professor in ICT/CAS

 Session 2

 Speaker: Xiaojun Wan, Professor in Peking University

 Speaker: Dengping Zhou, The Founder of Beijing Wribot Intelligent Technology Co.

 Session 1

 Speaker: Yong Yang, Product Director

 Speaker: Haihua Xie, Ph.D.

 Speaker: Chengqing Zong, Professor

 Session 2

 Speaker: Min Zhang, Professor

 Speaker: Nan DUAN, Principle Research Manager

 Session 1

 Hao Shao

 Haofen Wang, a Distinguished Research Fellow of Design & Innovation School, Tongji University

 Li Ding, Co-Founder and CTO of ruiyi.ai

 Session 2

 Hao Shao, Executive Director of Gowild AI Lab

 Q&A

 Chair: TBA

 基于句法结构的神经网络复述识别模型

 汉语篇章小句关联结构的表示与识别研究

 A Word Segmentation Method of Ancient Chinese Based on Word Alignment

 HConstructing Chinese Macro Discourse Tree via Multiple Views and Word Pair Similarity

 Dependency-Gated Cascade Biaffine Network for Chinese Semantic Dependency Parsing

 Session 2

 Multi-Strategies Method for Cold-Start Stage Question Matching of rQA Task

 SMART: A Stratified Machine Reading Test

 Bi-directional Capsule Network Model for Chinese Biomedical Community Question Answering

 Neural Response Generation with Relevant Emotions for Short Text Conversation

 Many vs. Many Query Matching with Hierarchical BERT and Transformer

 Chair: TBA

 A Knowledge Selective Adversarial Network for Link Prediction in Knowledge Graph

 Feature-level Attention based Sentence Encoding for Neural Relation Extraction

 Domain Representation for Knowledge Graph Embedding

 Evidence Distilling For Fact Extraction And Verification

 Cosine-based Embedding for Completing Schematic Knowledge

 Chair: TBA

 Select Best Translation from Different Systems without Reference

 Word Position Aware Translation Memory for Neural Machine Translation

 Cross Aggregation of Multi-Head Attention for Neural Machine Translation

 Learning Unsupervised Word Mapping via Maximum Mean Discrepancy

 Solving Chinese Character Puzzles Based on Character Strokes

 Left Side

 Learning Personalized End-to-End task-Oriented Dialogue Generation

 How Question Generation can Help Question Answering over Knowledge Base

 融合主题预测的多轮对话回复生成

 中文人机对话的主体识别

 We Know What You Will Ask: A Dialogue System for Multi-Intent Switch and Prediction

 唐诗意象图谱构建

 一种基于多粒度交互推理的深度复述识别模型

 融合门控机制的远程监督关系抽取方法

 Improving Multi-Head Attention with CapsuleNetworks

 Linguistic Feature Embedding with Statistical Relation Learning for Readability Assessment

 Improved DeepWalk Algorithm Based on Preference Random Walk

 Automatic Translating between Ancient Chinese and Contemporary Chinese with Limited Sentence-aligned Corpora

 Effective Soft-Adaptation for Neural Machine Translation

 Neural Machine Translation with Bilingual History Involved Attention

 An Analytical Study on A Benchmark Corpus Constructed for Related Work Generation

 Applying Data Discretization to DPCNN for Law Article Prediction

 基于权重迁移的喀尔喀方言蒙古语语音识别声学模型的研究

 Charge Prediction with Legal Attention

 基于多维特征融合的谣言立场检测方法研究

 Predicting Popular News Comments Based on Multi-Target Text Matching Model

 Neural Networks Merging Semantic and Non-semantic Features for Opinion Spam Detection

 A Neural Topic Model based on Variational Auto-encoder for Aspect Extraction from Opinion Texts

 A Recursive Information Flow Gated Model for RST-style Text-level Discourse Parsing

 A Sequence-to-Action Architecture for Character-based Chinese Dependency Parsing with Status History

 A Dynamic Word Representation Model Based on Deep Context

 A Category Detection Method for Evidence-Based Medicine

 Gender Prediction Based on Chinese Name

 Explanation Chains Model based on the Fine-grained Data

 Right Side

 Overview of the NLPCC 2019 Shared Task: Cross-Domain Dependency Parsing

 Domain information Enhanced Dependency Parser

 Cross-Domain Transfer Learning for Dependency Parsing

 Overview of the NLPCC 2019 Shared Task: Open Domain Semantic Parsing

 A Sketch-Based System for Semantic Parsing

 A Transformer-based Semantic Parser for NLPCC-2019 Shared Task 2

 Overview of the NLPCC 2019 Shared Task: Open Domain Conversation

 Overview of the NLPCC 2019 Language and Intelligence Challenge

 DuIE: A Large-scale Chinese Dataset for Information Extraction

 BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction

 Goal-oriented Knowledge-driven Neural Dialog Generation System

 Multiple Perspective Answer Reranking for Multi-Passage Reading Comprehension

 Proactive Knowledge-Goals Dialogue System Based on Pointer Network

 A Relation Proposal Network for End-to-End Information Extraction

 BSIL: Distributed Neural Network Framework Based Brain Storm for Imbalanced Learning in Text Classification

 A New Fine-Tuning Architecture Based on Bert for Word Relation Extraction

 细粒度情感分类研究

 Automated ICD Coding Based on Word Embedding with Entry Embedding and Attention Mechanism (基于融合条目词嵌入和注意力机制的自动ICD编码)

 Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet

 Learning Domain Invariant Word Representations for Parsing Domain Adaptation

 Knowledge-Aware Conversational Semantic Parsing Over Web Tables

 Chinese Paraphrase Bank: A Sentence-Level Paraphrase Corpus for Chinese

 基于多模态融合技术的用户画像研究

 基于全局共享生成对抗网络的文本分类

 An Abstractive Summarization Method Based on Encoder-sharing and Gated Network

 基于元数据语义表示的学位论文多学科分类

 Dynamic Label Correction for Distant Supervision Relation Extraction via Semantic Similarity

 Chairs: Min-Yen Kan / Jie Tang

 Introduction

 Group-constrained Embedding of Multi-fold Relations in Knowledge Bases

 Fast and Accurate Bilingual Lexicon Induction via Matching Optimization

 基于情感信息辅助的多模态情绪识别

 Improving Transformer with Sequential Context Representations for Abstractive Text Summarization

 Automatically Build Corpora for Chinese Spelling Check Based on the Input Method

 Exploration on Generating Traditional Chinese Medicine Prescriptions from Symptoms with an End-to-End Approach

 Evaluating Image-Inspired Poetry Generation

 A Study on Prosodic Distribution of Yes/No Questions with Focus in Mandarin

 Chairs: TBA

 IPRE: a Dataset for Inter-Personal Relationship Extraction

 A Knowledge-Gated Mechanism for Utterance Domain Classification

 An improved class-center method for text classification using dependencies and WordNet

 Document-based Question Answering Improves Query-focused Multi-Document Summarization

 A Key-Phrase Aware End2end Neural Response Generation Model

 Chairs: TBA

 Implicit Objective Network for Emotion Detection

 Multi-Task Multi-Head Attention Memory Network for Fine-Grained Sentiment Analysis

 Stance Influences Your Thoughts: Psychology-inspired Social Media Analytics

 Multi-Depth Graph Convolutional Networks for Fake News Detection

 Model the Long-term Post History for Hashtag Recommendation

 Chairs: TBA

 一种融入非结构化背景知识的交互文本立场分析方法

 Improving Question Answering by Commonsense-Based Pre-Training

 Variational Attention for Commonsense Knowledge Aware Conversation Generation

 Automated Thematic and Emotional Modern Chinese Poetry Composition

 

 Left Side

 Evaluating and Enhancing the Robustness of Retrieval-based Dialogue Systems with Adversarial Examples

 Domain Adaptive Question Answering over Knowledge Base

 Extend the Transformer with Context and Multi-Dimensional Mechanism for Dialogue Response Generation

 Hierarchical-gate Multimodal Network for Human Communication Comprehension

 Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness

 Multilingual Dialogue Generation with Shared-Private Memory

 KG-to-Text Generation with Slot-Attention and Link-Attention

 REET: Joint Relation Extraction and Entity Typing via Multi-task Learning

 Joint modeling of Recognizing Macro Chinese Discourse Nuclearity and Relation Based on Structure and Topic Gated Semantic Network

 Triple-Joint Modeling for Question Generation using Cross-Task Autoencoder

 Deep Multi-task Learning with Cross Connected Layer for Slot Filling

 面向维汉神经机器翻译的双向重排序模型分析

 面向低资源神经机器翻译的回译方法分析

 基于语义信息的维汉机器翻译系统融合研究（Research of Uyghur-Chinese Machine Translation System Combination Based on Semantic Information）

 Detecting and Translating Dropped Pronouns in Neural Machine Translation

 Target Oriented Data Generation for Quality Estimation of Machine translation

 Improved Quality Estimation of Machine Translation with Pre-trained Language Representation

 Beyond Word for Word: Fact Guided Training for Neural Data-to-Document Generation

 XCMRC: Evaluating Cross-lingual Machine Reading Comprehension

 一种面向苗汉混合字串的多模式匹配算法

 融合篇章表征的事件指代消解研究

 Based on Community Discovery and Community Similarity Research on Evolution of Deep Learning

 TSSE-DMM: Topic Modeling for Short Texts based on Topic Subdivision and Semantic Enhancement

 Learning Stance Classification with Recurrent Neural Capsule Network

 Neural Melody Composition from Lyrics

 User-Characteristic Enhanced Model for Fake News Detection in Social Media

 Using Bidirectional Transformer-CRF for Spoken Language Understanding

 基于图卷积网络的事件时序关系识别

 篇章级事件真实性检测

 Right Side

 中文事件真实性检测

 Rumor Detection with Hierarchical Recurrent Convolutional Neural Network

 

 Neural Classifier with Statistic Information of User and Product for Sentiment Analysis

 面向微博用户的消费意图识别算法(Consumption Intent Recognition Algorithms for Weibo Users)

 Co-attention Networks for Aspect-level Sentiment Analysis

 基于神经耦合模型的异构词法数据转化和融合

 句法增强的UCCA语义分析方法

 基于Full-Tree LSTM的树库转化及融合

 联合自编码任务的多机制融合复述生成模型

 GANCoder：一种基于GAN的从自然语言到程序语言的自动编程方法

 CPLM-CSC：基于单字级别预训练语言模型的中文错别字纠正方法

 Multi-Grain-Level Representation Learning for Implicit Discourse Relation Recognition

 Learning Diachronic Word Embeddings with Iterative Stable Information Alignment

 藏文音节构件分解及类型识别算法

 Automatic Proofreading in Chinese: Detect and Correct Spelling Errors in Character-level with Deep Neural Networks

 Classification Over Clustering: Augmenting Text Representation with Clusters Helps!

 基于主题约束的篇章级文本生成方法研究

 Shared-private LSTM for Multi-domain Text Classification

 Co-Attention and Aggregation Based Chinese Recognizing Textual Entailment Model

 FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition

 Relation Classification in Scientific Papers Based on Convolutional Neural Network

 A Hierarchical Model with Recurrent Convolutional Neural Networks for Sequential Sentence Classification

 REKER: Relation Extraction with Knowledge of Entity and Relation

 Using Dependency Information to Enhance Attention Mechanism for Aspect-based Sentiment Analysis

 Combining External Sentiment Knowledge for Emotion Cause Detection

 An Automatic Spelling Correction Method for Classical Mongolian

 End-to-End Model for Offline Handwritten Mongolian Word Recognition

 基于产品信息的评价问题生成