回顾 | ACL2017 论文集：34篇解读干货全在这里
ACL2017（www.aclweb.org/anthology/P/P17）共分为 Long Papers、Short Papers、Student Research Workshop、System Demonstrations 等几个部分。以下是读芯术针对其中34篇论文的翻译及解读。
特别感谢：Stanford - Chris Manning Lab，中科院 - LXC、北邮 - GJF。
ACL 2017 | Long Papers
Affect-LM:A Neural Language Model for Customizable Affective Text Generation
The State of the Art in Semantic Representation
PositionRank：一种学术文档关键短语提取的无监督方法
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors
Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning
Combating Human Trafficking with Deep Multimodal Models
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
ACL 2017 | Short Papers
On the Challenges of Translating NLP Research into Commercial Products
Incorporating Dialectal Variability for Socially Equitable Language Identification
An Empirical Study on Context-Aware Neural Conversational Models
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling
Learning Topic-Sensitive Word Representations
Lexical Features in Coreference Resolution: To be Used With Caution
Question Answering through Transfer Learning from Large Fine-grained Supervision Data
Sentence Alignment Methods for Improving Text Simplification Systems
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings
Recognizing Counterfactual Thinking in Social Media Texts
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization
Temporal Orientation of Tweets for Predicting Income of Users
Implicit Polarity and Implicit Aspect Recognition in Opinion Mining
Don’t Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine
An Entity-Focused Approach to Generating Company Descriptions
ACL 2017 | Student Research Workshop
Domain Specific Automatic Question Generation from Text
Improving Distributed Representations of Tweets Present and Future
ACL 2017 | System Demonstrations
Olelo:AQuestion Answering Application for Biomedicine
Life-iNet：一个基于网络的结构化生命科学领域知识探索与分析系统
Life-iNet:A Structured Network-Based Knowledge Exploration and Analytics System for LifeSciences
SEMEDICO: A Comprehensive Semantic Search Engine for the Life Sciences
Extended Named Entity Recognition API and Its Applications in Language Education
Exploring Diachronic Lexical Semantics with JESEME
Benben: A Chinese Intelligent Conversational Robot
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