Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Exploring End-to-End Differentiable Natural Logic Modeling

Nov 08, 2020
Yufei Feng, Zi'ou Zheng, Quan Liu, Michael Greenspan, Xiaodan Zhu

* COLING 2020 
* 10 pages 

  Access Paper or Ask Questions

Deriving Commonsense Inference Tasks from Interactive Fictions

Oct 19, 2020
Mo Yu, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael Greenspan, Murray Campbell


  Access Paper or Ask Questions

Program Enhanced Fact Verification with Verbalization and Graph Attention Network

Oct 14, 2020
Xiaoyu Yang, Feng Nie, Yufei Feng, Quan Liu, Zhigang Chen, Xiaodan Zhu

* 16 pages (EMNLP 2019) 

  Access Paper or Ask Questions

SemEval-2020 Task 5: Counterfactual Recognition

Aug 02, 2020
Xiaoyu Yang, Stephen Obadinma, Huasha Zhao, Qiong Zhang, Stan Matwin, Xiaodan Zhu

* Task description paper of SemEval-2020 Task 5: Modelling Causal Reasoning in Language: Detecting Counterfactuals 

  Access Paper or Ask Questions

SemEval-2020 Task 4: Commonsense Validation and Explanation

Jul 01, 2020
Cunxiang Wang, Shuailong Liang, Yili Jin, Yilong Wang, Xiaodan Zhu, Yue Zhang

* Task description paper of SemEval-2020 Task 4: Commonsense Validation and Explanation 

  Access Paper or Ask Questions

Improving Image Captioning with Better Use of Captions

Jun 21, 2020
Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu

* ACL 2020 

  Access Paper or Ask Questions

Dynamic Memory Induction Networks for Few-Shot Text Classification

May 12, 2020
Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu

* 8 pages, 2 figures 

  Access Paper or Ask Questions

Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots

Apr 30, 2020
Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu


  Access Paper or Ask Questions

DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement

Apr 08, 2020
Tianda Li, Jia-Chen Gu, Xiaodan Zhu, Quan Liu, Zhen-Hua Ling, Zhiming Su, Si Wei


  Access Paper or Ask Questions

Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

Apr 07, 2020
Jia-Chen Gu, Tianda Li, Quan Liu, Xiaodan Zhu, Zhen-Hua Ling, Zhiming Su, Si Wei

* arXiv admin note: text overlap with arXiv:1901.01824, arXiv:2004.01940 

  Access Paper or Ask Questions

Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games

Apr 06, 2020
Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael Greenspan, Xiaodan Zhu


  Access Paper or Ask Questions

Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems

Apr 04, 2020
Jia-Chen Gu, Tianda Li, Quan Liu, Xiaodan Zhu, Zhen-Hua Ling, Yu-Ping Ruan

* Accepted by AAAI 2020, Workshop on DSTC8 

  Access Paper or Ask Questions

Learning Cross-modal Context Graph for Visual Grounding

Nov 23, 2019
Yongfei Liu, Bo Wan, Xiaodan Zhu, Xuming He

* AAAI-2020 

  Access Paper or Ask Questions

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots

Sep 07, 2019
Jia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu, Quan Liu

* Accepted by EMNLP 2019 

  Access Paper or Ask Questions

Exploring Deep Anomaly Detection Methods Based on Capsule Net

Jul 15, 2019
Xiaoyan Li, Iluju Kiringa, Tet Yeap, Xiaodan Zhu, Yifeng Li

* Presented in the "ICML 2019 Workshop on Uncertainty & Robustness in Deep Learning", June 14, Long Beach, California, USA 

  Access Paper or Ask Questions

Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference

Apr 27, 2019
Tianda Li, Xiaodan Zhu, Quan Liu, Qian Chen, Zhigang Chen, Si Wei


  Access Paper or Ask Questions

Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge

Apr 22, 2019
Yu-Ping Ruan, Xiaodan Zhu, Zhen-Hua Ling, Zhan Shi, Quan Liu, Si Wei

* 7 pages 

  Access Paper or Ask Questions

Promoting Diversity for End-to-End Conversation Response Generation

Jan 30, 2019
Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Jia-Chen Gu, Xiaodan Zhu

* To be present on AAAI19 Workshop---Dialog System Technology Challenges 7 (DSTC7) 

  Access Paper or Ask Questions

Logographic Subword Model for Neural Machine Translation

Sep 07, 2018
Yihao Fang, Rong Zheng, Xiaodan Zhu


  Access Paper or Ask Questions

Enhancing Sentence Embedding with Generalized Pooling

Jun 26, 2018
Qian Chen, Zhen-Hua Ling, Xiaodan Zhu

* Accepted by COLING 2018 

  Access Paper or Ask Questions

Neural Natural Language Inference Models Enhanced with External Knowledge

Jun 23, 2018
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Diana Inkpen, Si Wei

* Accepted by ACL 2018 

  Access Paper or Ask Questions

Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference

Aug 04, 2017
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang, Diana Inkpen

* RepEval 2017 workshop paper at EMNLP 2017, Copenhagen 

  Access Paper or Ask Questions

Enhanced LSTM for Natural Language Inference

Apr 26, 2017
Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang, Diana Inkpen

* ACL 2017 

  Access Paper or Ask Questions

Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering

Mar 25, 2017
Junbei Zhang, Xiaodan Zhu, Qian Chen, Lirong Dai, Si Wei, Hui Jiang


  Access Paper or Ask Questions

Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge

Dec 22, 2016
Quan Liu, Hui Jiang, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu

* Winograd Schema Challenge, Pronoun Disambiguation Problems, Neural Embedding Methods, Commonsense Knowledge 

  Access Paper or Ask Questions

Distraction-Based Neural Networks for Document Summarization

Oct 26, 2016
Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang

* IJCAI, 2016 
* Published in IJCAI-2016: the 25th International Joint Conference on Artificial Intelligence 

  Access Paper or Ask Questions

Probabilistic Reasoning via Deep Learning: Neural Association Models

Aug 03, 2016
Quan Liu, Hui Jiang, Andrew Evdokimov, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu

* Probabilistic reasoning, Winograd Schema Challenge, Deep learning, Neural Networks, Distributed Representation 

  Access Paper or Ask Questions