Hao Zhou

Affiliations:

ByteDance AI Lab, Beijing, China
Toutiao AI Lab, China (former)
Nanjing University, National Key Laboratory for Novel Software Technology, China (former)

According to our database¹, Hao Zhou authored at least 100 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

Revisiting the Markov Property for Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2024

Revisiting the Markov Property for Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Large Language Models Are Not Robust Multiple Choice Selectors.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Harmonic Molecular Representations on Riemannian Manifold.

[BibT_eX]

[DOI]

CoRR, 2023

On Pre-trained Language Models for Antibody.

[BibT_eX]

[DOI]

Danqing Wang

Fei Ye

Hao Zhou

CoRR, 2023

Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

On Pre-training Language Model for Antibody.

[BibT_eX]

[DOI]

Danqing Wang

Fei Ye

Hao Zhou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Non-Autoregressive Document-Level Machine Translation.

[BibT_eX]

[DOI]

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

Deep Equilibrium Non-Autoregressive Sequence Learning.

[BibT_eX]

[DOI]

Zaixiang Zheng

Yi Zhou

Hao Zhou

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

2022

Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model.

[BibT_eX]

[DOI]

CoRR, 2022

Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

PARAGEN : A Parallel Generation Toolkit.

[BibT_eX]

[DOI]

CoRR, 2022

Manual-Guided Dialogue for Flexible Conversational Agents.

[BibT_eX]

[DOI]

CoRR, 2022

MTG: A Benchmark Suite for Multilingual Text Generation.

[BibT_eX]

[DOI]

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

On the Learning of Non-Autoregressive Transformers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Enhancing Cross-lingual Transfer by Manifold Mixup.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Rethinking Document-level Neural Machine Translation.

[BibT_eX]

[DOI]

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

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Contextual Representation Learning beyond Masked Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.

[BibT_eX]

[DOI]

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

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Unsupervised Editing for Counterfactual Stories.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Simulated annealing for optimization of graphs and sequences.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A Survey on Green Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2021

CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level.

[BibT_eX]

[DOI]

CoRR, 2021

MTG: A Benchmarking Suite for Multilingual Text Generation.

[BibT_eX]

[DOI]

CoRR, 2021

Triangular Bidword Generation for Sponsored Search Auction.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Translation, 2021

Follow Your Path: A Progressive Method for Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Duplex Sequence-to-Sequence Learning for Reversible Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MARS: Markov Molecular Sampling for Multi-objective Drug Discovery.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning Logic Rules for Document-Level Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Vocabulary Learning via Optimal Transport for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

UniRE: A Unified Label Space for Entity Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Contrastive Aligned Joint Learning for Multilingual Summarization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Probabilistic Graph Reasoning for Natural Proof Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Glancing Transformer for Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Consecutive Decoding for Speech-to-text Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

VOLT: Improving Vocabularization via Optimal Transport for Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2020

LOREN: Logic Enhanced Neural Reasoning for Fact Verification.

[BibT_eX]

[DOI]

CoRR, 2020

Reciprocal Supervised Learning Improves Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2020

Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach.

[BibT_eX]

[DOI]

CoRR, 2020

SDST: Successive Decoding for Speech-to-text Translation.

[BibT_eX]

[DOI]

CoRR, 2020

TED: Triple Supervision Decouples End-to-end Speech-to-text Translation.

[BibT_eX]

[DOI]

CoRR, 2020

Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs.

[BibT_eX]

[DOI]

CoRR, 2020

Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space.

[BibT_eX]

[DOI]

CoRR, 2020

WeChat Neural Machine Translation Systems for WMT20.

[BibT_eX]

[DOI]

Proceedings of the Fifth Conference on Machine Translation, 2020

QuAChIE: Question Answering based Chinese Information Extraction System.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Mirror-Generative Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Variational Template Machine for Data-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space.

[BibT_eX]

[DOI]

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

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information.

[BibT_eX]

[DOI]

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

On the Sentence Embeddings from Pre-trained Language Models.

[BibT_eX]

[DOI]

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

Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Xiaomingbot: A Multilingual Robot News Reporter.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Unsupervised Paraphrasing by Simulated Annealing.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Towards Making the Most of BERT in Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Importance-Aware Learning for Neural Headline Editing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Non-autoregressive Transformer by Position Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Correct-and-Memorize: Learning to Translate from Interactive Revisions.

[BibT_eX]

[DOI]

CoRR, 2019

Fixing Gaussian Mixture VAEs for Interpretable Text Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Kernelized Bayesian Softmax for Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Rethinking Text Attribute Transfer: A Lexical Analysis.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Natural Language Generation, 2019

Correct-and-Memorize: Learning to Translate from Interactive Revisions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Discreteness in Neural Natural Language Processing.

[BibT_eX]

[DOI]

Lili Mou

Hao Zhou

Lei Li

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Generating Fluent Adversarial Examples for Natural Languages.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Imitation Learning for Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Dynamically Fused Graph Network for Multi-hop Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Generating Sentences from Disentangled Syntactic and Semantic Spaces.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Modeling Past and Future for Neural Machine Translation.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2018

Probabilistic Natural Language Generation with Wasserstein Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2018

QA4IE: A Question Answering Based Framework for Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2018, 2018

BRITS: Bidirectional Recurrent Imputation for Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dynamic Oracle for Neural Machine Translation in Decoding Phase.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

On Tree-Based Neural Sentence Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2017

Modeling Past and Future for Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2017

Word-Context Character Embeddings for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Chunk-Based Bi-Scale Decoder for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A Search-Based Dynamic Reranking Model for Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2012

Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches.

[BibT_eX]

[DOI]