Zhiheng Huang

According to our database, Zhiheng Huang authored at least 60 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models.

Zhengxuan Wu, Yuhao Zhang, Peng Qi, Yumo Xu, Rujun Han, Yian Zhang, Jifan Chen, Bonan Min, Zhiheng Huang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Writer age estimation through handwriting.

Zhiheng Huang, Palaiahnakote Shivakumara, Maryam Asadzadeh Kaljahi, Ahlad Kumar, Umapada Pal, Tong Lu, Michael Blumenstein

Multim. Tools Appl., May, 2023

Personalized Search Via Neural Contextual Semantic Relevance Ranking.

Deguang Kong, Daniel Xiaodan Zhou, Zhiheng Huang, Steph Sigalas

CoRR, 2023

STREET: A Multi-Task Structured Reasoning and Explanation Benchmark.

Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henry Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, William Yang Wang, Zhiheng Huang, George Karypis, Bing Xiang, Dan Roth

CoRR, 2023

STREET: A Multi-Task Structured Reasoning and Explanation Benchmark.

Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Henghui Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, Zhiheng Huang, William Yang Wang, George Karypis, Bing Xiang, Dan Roth

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks.

Kaiser Sun, Peng Qi, Yuhao Zhang, Lan Liu, William Yang Wang, Zhiheng Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Beyond Accurate Answers: Evaluating Open-Domain Question Answering in Enterprise Search.

Daniel Xiaodan Zhou, Lan Liu, Anmol Anubhai, Maansi Shandilya, Steph Sigalas, William Yang Wang, Zhiheng Huang

Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, 2023

Language Agnostic Multilingual Information Retrieval with Contrastive Learning.

Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering.

Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, Zhiheng Huang, Bing Xiang, Dan Roth

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations.

Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Hybrid Hierarchical Retrieval for Open-Domain Question Answering.

Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang, Zhiheng Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner.

Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henry Zhu, Xinchi Chen, Zhiheng Huang, Peng Xu, Andrew O. Arnold, Dan Roth

CoRR, 2022

Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner.

Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

UDE-based Robust Control of Robot Manipulator Using Dual Quaternion.

Zhiheng Huang, Qi Lu, Xiangyun Li, Kang Li

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021

Improved Ring Radius Transform-Based Reconstruction for Video Character Recognition.

Zhiheng Huang, Palaiahnakote Shivakumara, Tong Lu, Umapada Pal, Michael Blumenstein, Bhaarat Chetty, G. Hemantha Kumar

Int. J. Pattern Recognit. Artif. Intell., 2021

Attention-guided Generative Models for Extractive Question Answering.

Peng Xu, Davis Liang, Zhiheng Huang, Bing Xiang

CoRR, 2021

Multiplicative Position-aware Transformer Models for Language Understanding.

Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang

CoRR, 2021

A Novel Attention Enhanced Residual-In-Residual Dense Network for Text Image Super-Resolution.

Minglong Xue, Zhiheng Huang, Ruo-Ze Liu, Tong Lu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Contrastive Document Representation Learning with Graph Attention Networks.

Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Reconfigurable Distribution Network for Managing Transactive Energy in a Multi-Microgrid System.

Yifei Wang, Zhiheng Huang, Mohammad Shahidehpour, Loi Lei Lai, Zhongqiang Wang, Quansheng Zhu

IEEE Trans. Smart Grid, 2020

Embedding-based Zero-shot Retrieval through Query Generation.

Davis Liang, Peng Xu, Siamak Shakeri, Cícero Nogueira dos Santos, Ramesh Nallapati, Zhiheng Huang, Bing Xiang

CoRR, 2020

TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding.

Zhiheng Huang, Peng Xu, Davis Liang, Ajay Mishra, Bing Xiang

CoRR, 2020

Beyond [CLS] through Ranking by Generation.

Cícero Nogueira dos Santos, Xiaofei Ma, Ramesh Nallapati, Zhiheng Huang, Bing Xiang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Improve Transformer Models with Better Relative Position Embeddings.

Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

WeNet: Weighted Networks for Recurrent Network Architecture Search.

Zhiheng Huang, Bing Xiang

CoRR, 2019

Self-attention Networks for Connectionist Temporal Classification in Speech Recognition.

Julian Salazar, Katrin Kirchhoff, Zhiheng Huang

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Learning Noise-Invariant Representations for Robust Speech Recognition.

Davis Liang, Zhiheng Huang, Zachary C. Lipton

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

2017

Residual Convolutional CTC Networks for Automatic Speech Recognition.

Yisen Wang, Xuejiao Deng, Songbai Pu, Zhiheng Huang

CoRR, 2017

2016

Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks.

Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

CNN-RNN: A Unified Framework for Multi-label Image Classification.

Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Statistically Adaptive Image Denoising Based on Overcomplete Topographic Sparse Coding.

Haohua Zhao, Jun Luo, Zhiheng Huang, Takefumi Nagumo, Jun Murayama, Liqing Zhang

Neural Process. Lett., 2015

ImageNet Large Scale Visual Recognition Challenge.

Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael S. Bernstein, Alexander C. Berg, Li Fei-Fei

Int. J. Comput. Vis., 2015

Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images.

Junhua Mao, Wei Xu, Yi Yang, Jiang Wang, Zhiheng Huang, Alan L. Yuille

CoRR, 2015

Bidirectional LSTM-CRF Models for Sequence Tagging.

Zhiheng Huang, Wei Xu, Kai Yu

CoRR, 2015

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering.

Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu

CoRR, 2015

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question.

Haoyuan Gao, Junhua Mao, Jie Zhou, Zhiheng Huang, Lei Wang, Wei Xu

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning Like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images.

Junhua Mao, Xu Wei, Yi Yang, Jiang Wang, Zhiheng Huang, Alan L. Yuille

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

An introduction to computational networks and the computational network toolkit (invited talk).

Dong Yu, Adam Eversole, Michael L. Seltzer, Kaisheng Yao, Brian Guenter, Oleksii Kuchaiev, Frank Seide, Huaming Wang, Jasha Droppo, Zhiheng Huang, Geoffrey Zweig, Christopher J. Rossbach, Jon Currey

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Cache based recurrent neural network language model inference for first pass speech recognition.

Zhiheng Huang, Geoffrey Zweig, Benoît Dumoulin

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Image Denoising Based on Overcomplete Topographic Sparse Coding.

Haohua Zhao, Jun Luo, Zhiheng Huang, Takefumi Nagumo, Jun Murayama, Liqing Zhang

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going?

Olga Russakovsky, Jia Deng, Zhiheng Huang, Alexander C. Berg, Li Fei-Fei

Proceedings of the IEEE International Conference on Computer Vision, 2013

Accelerating recurrent neural network training via two stage classes and parallelization.

Zhiheng Huang, Geoffrey Zweig, Michael Levit, Benoît Dumoulin, Barlas Oguz, Shawn Chang

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Iterative Viterbi A* Algorithm for K-Best Sequential Decoding.

Zhiheng Huang, Yi Chang, Bo Long, Jean-François Crespo, Anlei Dong, S. Sathiya Keerthi, Su-Lin Wu

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2009

Ranking Answers by Hierarchical Topic Models.

Zengchang Qin, Marcus Thint, Zhiheng Huang

Proceedings of the Next-Generation Applied Intelligence, 2009

Preserving piece-wise linearity in fuzzy interpolation.

Zhiheng Huang, Qiang Shen

Proceedings of the FUZZ-IEEE 2009, 2009

Accurate Semantic Class Classifier for Coreference Resolution.

Zhiheng Huang, Guangping Zeng, Weiqun Xu, Asli Celikyilmaz

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Investigation of Question Classifier in Question Answering.

Zhiheng Huang, Marcus Thint, Asli Celikyilmaz

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A Graph-based Semi-Supervised Learning for Question-Answering.

Asli Celikyilmaz, Marcus Thint, Zhiheng Huang

Proceedings of the ACL 2009, 2009

2008

Fuzzy Interpolation and Extrapolation: A Practical Approach.

Zhiheng Huang, Qiang Shen

IEEE Trans. Fuzzy Syst., 2008

Pattern Trees Induction: A New Machine Learning Method.

Zhiheng Huang, Tamás D. Gedeon, Masoud Nikravesh

IEEE Trans. Fuzzy Syst., 2008

Question Classification using Head Words and their Hypernyms.

Zhiheng Huang, Marcus Thint, Zengchang Qin

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007

Microstructural considerations for ultrafine lead free solder joints.

Zhiheng Huang, Paul P. Conway, Rachel C. Thomson

Microelectron. Reliab., 2007

Weighted Pattern Trees: A Case Study with Customer Satisfaction Dataset.

Zhiheng Huang, Masoud Nikravesh, Ben Azvine, Tamás D. Gedeon

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

2006

Rule model simplification.

Zhiheng Huang

PhD thesis, 2006

Fuzzy Interpolative Reasoning via Scale and Move Transformations.

Zhiheng Huang, Qiang Shen

IEEE Trans. Fuzzy Syst., 2006

Pattern Trees.

Zhiheng Huang, Tamás D. Gedeon

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Transformation Based Interpolation with Generalized Representative Values.

Zhiheng Huang, Qiang Shen

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

Scale and move transformation-based fuzzy interpolative reasoning: a revisit.

Zhiheng Huang, Qiang Shen

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Spatial Interpolation Using Fuzzy Reasoning.

Tamás D. Gedeon, Kok Wai Wong, Patrick M. Wong, Zhiheng Huang

Trans. GIS, 2003

A new fuzzy interpolative reasoning method based on center of gravity.

Zhiheng Huang, Qiang Shen

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003