Academic Alibaba
A Collection of Alibaba’s Research Papers (to be updated regularly)
From real-world application to academic research, we present here the Academic Alibaba series!
In this series, you will find introductory articles of Alibaba’s research papers published on top academic conferences.
Join us and explore the world of research!
WSDM 2019
Less of the Negative: Improved Transfer Learning for Text Matching
Triple Crossover: Alibaba’s CrossE Improves Knowledge Graph Embedding
WWW 2019
Like AI Cares: Helping Computers Detect Sarcasm
A Reliable Approach to Unreliable Caching Environments
Stacking Results: Alibaba Improves Search Services for Online Shoppers
ICASSP 2019
Hearing the Character in Things: Alibaba Improves Mandarin Speech Recognition
I See What You’re Saying: From Audio-only to Audio-visual Speech Recognition
Turning Words into Images: Bilinear Representation for Language-based Image Editing
At Sellers’ Service: Alibaba Automates Responses for Online Buyer Reviews
Next-Gen Text Generation: Alibaba Makes Progress on the KL-Vanishing Problem
Eurocrypt 2019
PVC Security: A Diplomacy-free Solution to Safe Data Sharing Between Rational Hostiles
AAAI 2019
Looking for Trends in the IoT Era: Enhanced Time Series Analysis with RobustSTL
Delivering Results: Alibaba’s DeepETA Improves Prediction for Package Logistics
Cascading Insights: Alibaba Advances Machine Reading for Online Question Answering
Syntax Before Semantics: A New Slot Filling Model for Online Shopping Assistants
EMNLP 2018
Calling Attention to Neural Summarization
Learning How to Be Popular: QA-style Product Sentiment Mining
CIKM 2018
Shorter and Sweeter: How Alibaba is Optimizing Product Titles for Mobile
ACM MM 2018
Cutting Out the People: Alibaba Automates Human Matting
Reforming Person Re-Identification with Local Convolutional Neural Networks
Interspeech 2018
Can You Hear Me Now? Improved Voice Assistant Keyword Spotting with Alibaba
Making Sure Your Voice Is Heard: Deep-FSMN in CTC-Based Speech Recognition
VLDB 2018
Alibaba Unveils PolarFS Distributed File System for Cloud Computing
The Webs We Weave: Fighting Fraud in Real Time with Large Dynamic Graphs
SIGCOMM 2018
Elastic Sketch: Stretching the Abilities of Network Traffic Measurement Tasks
NetCraft: a Master Platform for Global Network Maintenance and Upgrades
KDD 2018
Building Relationships in E-commerce — Why Our IDs Need Company
Recommended for You: Deep User Perception Network, by Alibaba
Improving Recommender System with Tree-based Deep Model
It’s a Match! Optimizing Item Recommendations in Ecommerce
Shopping With Your Camera: Visual Image Search Meets E-Commerce at Alibaba
On Alibaba’s big data technology:
A SPARC of Genius: How Alibaba is Revolutionizing Rare Category Analysis
Does Your Mobile Say a Lot About You? It Should — and Here’s Why.
Who Knows Whom: Connecting the Right People with Interactive Paths Embedding
Knowing Your Adversary: How Alibaba is Training Smarter Online Fraud Detectors
ACL 2018
A New Era for Chatbots in Online Customer Service
Document Filtering: Finding a Needle in a Haystack
IJCAI 2018
(Fake) Customers Also Bought: Combating Fraudulent Sellers in Ecommerce
Brand-level Ranking in Ecommerce: New Model from Alibaba Research
ANRL: Training One Network to Understand Another
Globally Connected: Mutual Influence Data in E-Commerce
IncepText: Alibaba’s New Eagle-Eyed Text Recognition Tool
Predicting What You Want, Before You Want It
SIGIR 2018
Peering Deep Inside the Mind of a Neural Network
Competing Impressions: How Alibaba is Improving the Metabolism of Ecommerce
Feeding You the Right Information with Heterogeneous Type Sorting
Impress, Click, Convert…Improving Ad Success in ECommerce
ICMR 2018
Matching Attributes: How Alibaba’s AI Learned to Pick an Outfit
CVPR 2018
Predicting the Unpredictable: Online 3D Action Prediction
From Zero to Hero: Shaking Up the Field of Zero-shot Learning
Is a Picture Really Worth a Thousand Words?
Pixel Perfect: Reimagining Image Segmentation
Most resent
Alibaba’s AI Solution for the 3D Bin Packing Problem
Unlocking Insights from Multi-Round Searches with Reinforcement Learning
Revolutionizing the Way Search Engines Rank Your Search Results
Virtualizing China’s Biggest Online Marketplace for Training Reinforcement Learning
SIGMOD 2018
TcpRT: Transforming Real-time Service Quality of Large-scale Cloud Databases
The Web Conf 2018
ICASSP 2018
Speaking Up: Optimizing Large Vocabulary Speech Recognition Systems
Improved Time Dependency Modeling in Emotion Recognition: Advanced LSTM
Lost for Words: Speech Synthesis with Limited Data Using Linear Networks
An Ensemble Framework of Voice-based Emotion Recognition
Reading Aloud: Sequential Memory for Speech Synthesis
AAAI 2018
Smarter User Recommendations with ATRank
How CoLink Links Entities Between Different Knowledge Graphs
Annotations from a Crowd — The New Approach to Information Extraction
A Multi-task Learning Approach to Shortening Lengthy Product Titles
Bots Chat with Humans — How CoChat is Using the Human Factor to Improve Customer-Service AI
Helping AI Uncover the Mysterious Veil of Chinese Characters
Alibaba Tech
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