jacoxu

Jiaming Xu's repositories

encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

Language:Python277 23 3

STC2

Demo code for the paper STC2 which released three short text datasets for clustering and classification

Language:MATLAB115 12 1

StackOverflow

One short text dataset for classification and clustering extracted from StackOverflow

Language:MATLAB57 6 2

ASAM

This is the code&dataset for our paper [Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. AAAI 2018]

Language:Python56 5 2

HMN4QA

This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]

Language:Python45 8 2

2016NLPCC_Stance_Detection

This is our solution for NLPCC2016 shared task: Detecting Stance in Chinese Weibo (Task A)

Language:Matlab21 3 1

2015KDDCup_MOOC

This is our code for KDDCup2015 on Predicting dropouts in MOOC - , and this code can easily get AUC 0.8589, and the finnal best score is 0.9091.

Language:Java4 30

2015NDBCCUP_Sougou

This is our code for NDBCCUP2015 on knowledge Extraction from the web - Semantic Relevancy Calculation of Short Texts, and we got Third-Class Award (4/92)

Language:Java2 2 1

Mem2Seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

Language:PythonMIT2 30

short-text-hashing-HMTT

This is the code for the paper [Short Text Hashing Improved by Integrating Multi-Granularity Topics and Tags. CICLing 2015]

Language:MATLABGPL-3.02 40

AREL

Implementation of the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"

Language:Python1 30

2015JIST_Challenge

This is our solution for JIST2015 Challenge on entity type prediction over linked data. Our solution got Second Place Award (1000RMB) with 0.98435 F1 score.

Language:Java020