题目

讲者

ACL趋势综述

刘知远

清华大学

IJCAI趋势综述

严睿

北京大学

SIGIR 趋势综述

窦志成

中国人民大学

题目

发表会议

讲者

ReCoSa: Detecting the Relevant Contexts with Self-Attention for  Multi-turn Dialogue Generation

ACL

张海楠

中科院计算所

Exploiting Persona Information for Diverse Generation of  Conversational Responses

IJCAI

宋皓宇

哈尔滨工业大学

Are Training Samples Correlated? Learning to Generate Dialogue  Responses with Multiple References

ACL

仇立松

北京大学

Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with  Multi-Level Vocabularies for Response Generation

ACL

刘操

中科院自动化所

Retrieval-Enhanced Adversarial Training for Neural Response  Generation

ACL

朱庆福

哈尔滨工业大学

Outline Generation: Understanding the Inherent Content Structure  of Documents

SIGIR

张儒清

中科院计算所

题目

发表会议

讲者

Human behavior inspired machine reading comprehension

SIGIR

郑玉昆

清华大学

Document Gated Reader for Open Domain Question Answering

SIGIR

王炳宁

搜狗

AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic  Parsing

ACL

张翔

中科院自动化所

Open-Ended Long-Form Video Question Answering via Hierarchical  Convolutional Self-Attention Networks

IJCAI

张竹

浙江大学

Teach Machine How to Read: Reading Behavior Inspired Relevance  Estimation

SIGIR

李祥圣

清华大学

How Well Do Machines Perform on IQ tests: a Comparison Study on a  Large-Scale Dataset

IJCAI

周熠

上海脑中心

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact  Verification

ACL

周界

清华大学

Learning Representation Mapping for Relation Detection in  Knowledge Base Question Answering

ACL

武鹏

南京大学

题目

发表会议

讲者

Lifelong Sequential Modeling with Personalized Memorization for  User Response Prediction

SIGIR

任侃

上海交通大学

A Review-Driven Neural Model for Sequential Recommendation

IJCAI

牛锡钏

武汉大学

Learning a Matching Model with Co-teaching for Multi-turn Response  Selection in Retrieval-based Dialogue Systems

ACL

冯家展

北京大学

Hot Topic-Aware Retweet Prediction with Masked Self-attentive  Model

SIGIR

马仁峰

复旦大学

Cross-Modal Interaction Networks for Query-Based Moment Retrieval  in Videos

SIGIR

张竹

浙江大学

Finding Camouflaged Needle in a Haystack? Pornographic Products  Detection via Berrypicking Tree Model

SIGIR

贺国秀

武汉大学

Building Personalized Simulator for Interactive Search

IJCAI

魏忠钰

复旦大学

PSGAN: A Minimax Game for Personalized Search with Limited and Noisy  Click Data

SIGIR

卢淑祺

中国人民大学

A Capsule Network for  Recommendation and Explaining What You Like and Dislike.

SIGIR

全聪

武汉大学

A Document-grounded Matching Network for Response Selection in  Retrieval-based Chatbots

IJCAI

赵学亮

北京大学

Object Detection based Deep Unsupervised Hashing

IJCAI

涂荣成

北京理工大学

题目

发表会议

讲者

Hybrid Actor-Critic Reinforcement Learning in Parameterized Action  Space

IJCAI

范舟

上海交通大学

E^2GAN: End-to-End Generative Adversarial Network for Multivariate  Time Series Imputation

IJCAI

罗永洪

南开大学

Network Embedding with Dual Generation Tasks

IJCAI

李娜

南开大学

ERNIE: Enhanced Language Representation with Informative Entities

ACL

张正彦

清华大学

题目

发表会议

讲者

Learning Deep Transformer Models for Machine Translation

ACL

王强

东北大学

A Compact and Language-Sensitive Multilingual Translation Method

ACL

王亦宁

中科院自动化所

Correct-and-Memorize: Learning to Translate from Interactive  Revisions

IJCAI

翁荣祥

南京大学

Sharing Attention Weights for Fast Transformer

IJCAI

李垠桥

东北大学

题目

发表会议

讲者

Searching for Effective Neural Extractive Summarization：What Works and What's Next

ACL

钟鸣

复旦大学

Triple-to-Text: Converting RDF Triples into High Quality Natural Languages  via Optimizing an Inverse KL Divergence

SIGIR

朱耀明

上海交通大学

A Dual Reinforcement Learning Framework for Unsupervised Text  Style Transfer

IJCAI

罗福莉

北京大学

Style Transformer: Unpaired Text Style Transfer without  Disentangled Latent Representation

ACL

戴宁

复旦大学

Utilizing Non-Parallel Text for Style Transfer by Making Partial  Comparisons

IJCAI

殷迪

南京大学

Knowledgeable Storyteller: A Commonsense-Driven Generative Model  for Visual Storytelling

IJCAI

杨鹏程

北京大学

题目

发表会议

讲者

Named Entity  Recognition using Positive-Unlabeled Learning

ACL

彭敏龙

复旦大学

Graph  Neural Networks with Generated Parameters for Relation Extraction

ACL

朱昊

清华大学

Modeling  Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based  Weighting Approach

IJCAI

吴俊爽

北京航空航天大学

Relation-Aware  Entity Alignment for Heterogeneous Knowledge Graphs

IJCAI

吴雨婷

北京大学

Joint  Type Inference on Entities and Relations via Graph Convolutional Networks

ACL

孙长志

MSRA

Course  Concept Expansion in MOOCs with External Knowledge and Interactive Game

ACL

于济凡

清华大学

Distilling  Discrimination and Generalization Knowledge for Event Detection via  Delta-Representation Learning

ACL

陆垚杰

中科院软件所

Transfer  Capsule Network for Aspect Level Sentiment Classification

ACL

陈壮

武汉大学

题目

发表会议

讲者

Progressive Self-Supervised Attention Learning for Aspect-Level  Sentiment Analysis

ACL

陆紫耀

厦门大学

Modeling both Context- and Speaker-Sensitive Dependence for  Emotion Detection in Multi-speaker Conversations

IJCAI

张栋

苏州大学

DocRED: A Large-Scale Document-Level Relation Extraction Dataset

ACL

姚远

清华大学

Lexicon Rethinking Chinese Named Entity Recognition

IJCAI

桂韬

复旦大学

Context-aware Embedding for Targeted Aspect-based Sentiment  Analysis

ACL

梁斌

哈尔滨工业大学

Scaling Up Open Tagging from Tens to Thousands: Comprehension  Empowered Attribute Value Extraction from Product Title

ACL

许慧敏

华东师范大学

Second-Order Semantic Dependency Parsing with End-to-End Neural  Networks

ACL

王新宇

上海科技大学

Graph-based Dependency Parsing with Graph Neural Networks

ACL

纪焘

华东师范大学

A Neural Graph Model for Group Conversation

ACL

胡文鹏

北京大学