Jinsong Su

Orcid: 0000-0001-5606-7122

According to our database1, Jinsong Su authored at least 200 papers between 2010 and 2025.

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Bibliography

2025
Mitigating the negative impact of over-association for conversational query production.
Inf. Process. Manag., 2025

2024
Transformer-based network with temporal depthwise convolutions for sEMG recognition.
Pattern Recognit., January, 2024

Exploring iterative dual domain adaptation for neural machine translation.
Knowl. Based Syst., January, 2024

Modeling different effects of user and product attributes on review sentiment classification.
Appl. Intell., January, 2024

Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment.
CoRR, 2024

Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation.
CoRR, 2024

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models.
CoRR, 2024

AVG-LLaVA: A Large Multimodal Model with Adaptive Visual Granularity.
CoRR, 2024

Mitigating the Negative Impact of Over-association for Conversational Query Production.
CoRR, 2024

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation.
CoRR, 2024

LiteSearch: Efficacious Tree Search for LLM.
CoRR, 2024

A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges.
CoRR, 2024

On the Information Redundancy in Non-Autoregressive Translation.
CoRR, 2024

Self-Consistency Boosts Calibration for Math Reasoning.
CoRR, 2024

Fine-Grained Self-Endorsement Improves Factuality and Reasoning.
CoRR, 2024

TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation.
CoRR, 2024

Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Multi-Level Cross-Modal Alignment for Speech Relation Extraction.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Self-Consistency Boosts Calibration for Math Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

One2Set + Large Language Model: Best Partners for Keyphrase Generation.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Lightweight Transformer for sEMG Gesture Recognition with Feature Distilled Variational Information Bottleneck.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

On the Cultural Gap in Text-to-Image Generation.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Dual-view Enhanced Knowledge Contrastive Learning for Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2024

Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

MHGRL: An Effective Representation Learning Model for Electronic Health Records.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Improving LLM Generations via Fine-Grained Self-Endorsement.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Response Enhanced Semi-supervised Dialogue Query Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Multi-modal graph contrastive encoding for neural machine translation.
Artif. Intell., October, 2023

A Multi-Task Multi-Stage Transitional Training Framework for Neural Chat Translation.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Search-engine-augmented dialogue response generation with cheaply supervised query production.
Artif. Intell., June, 2023

Bilingual attention based neural machine translation.
Appl. Intell., February, 2023

A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension.
IEEE Trans. Neural Networks Learn. Syst., 2023

D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

OpenFact: Factuality Enhanced Open Knowledge Extraction.
Trans. Assoc. Comput. Linguistics, 2023

Meta-learning based instance manipulation for implicit discourse relation recognition.
Knowl. Based Syst., 2023

FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning.
J. Artif. Intell. Res., 2023

From statistical methods to deep learning, automatic keyphrase prediction: A survey.
Inf. Process. Manag., 2023

A Feedback-Enhanced Two-Stage Framework for judicial machine reading comprehension.
Eng. Appl. Artif. Intell., 2023

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models.
CoRR, 2023

Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs.
CoRR, 2023

A Simple yet Effective Self-Debiasing Framework for Transformer Models.
CoRR, 2023

Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

The Xiaomi AI Lab's Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task.
Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Domain Adaptation for Conversational Query Production with the RAG Model Feedback.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

An Effective Pre-trained Visual Encoder for Medical Visual Question Answering.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Revisiting Non-Autoregressive Translation at Scale.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Sequence-to-Sequence&Set Model for Text-to-Table Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Exploring Better Text Image Translation with Multimodal Codebook.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Code-Aware Cross-Program Transfer Hyperparameter Optimization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Exploring Multi-Stage Information Interactions for Multi-Source Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

An AST Structure Enhanced Decoder for Code Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Plenty is Plague: Fine-Grained Learning for Visual Question Answering.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

AAN+: Generalized Average Attention Network for Accelerating Neural Transformer.
J. Artif. Intell. Res., 2022

CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding.
J. Artif. Intell. Res., 2022

A novel multi-domain machine reading comprehension model with domain interference mitigation.
Neurocomputing, 2022

Getting the Most out of Simile Recognition.
CoRR, 2022

Neutralizing Popularity Bias in Recommendation Models.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Unimodal and Multimodal Integrated Representation Learning via Improved Information Bottleneck for Multimodal Sentiment Analysis.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Towards Better Document-level Relation Extraction via Iterative Inference.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

WR-One2Set: Towards Well-Calibrated Keyphrase Generation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Getting the Most out of Simile Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Robust k-Nearest-Neighbor Machine Translation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

A Variational Hierarchical Model for Neural Cross-Lingual Summarization.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Type-Driven Multi-Turn Corrections for Grammatical Error Correction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Uncovering Media Bias via Social Network Learning.
ACM Trans. Intell. Syst. Technol., 2021

Domain Adaptive Meta-Learning for Dialogue State Tracking.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering.
J. Artif. Intell. Res., 2021

Multi-modal neural machine translation with deep semantic interactions.
Inf. Sci., 2021

KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation.
CoRR, 2021

Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning.
Artif. Intell., 2021

A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Towards User-Driven Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Neural Machine Translation With GRU-Gated Attention Model.
IEEE Trans. Neural Networks Learn. Syst., 2020

Alignment-Supervised Bidimensional Attention-Based Recursive Autoencoders for Bilingual Phrase Representation.
IEEE Trans. Cybern., 2020

Neural Machine Translation with Deep Attention.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders.
Neural Process. Lett., 2020

Hierarchical multi-task learning with CRF for implicit discourse relation recognition.
Knowl. Based Syst., 2020

Modeling Discourse Structure for Document-level Neural Machine Translation.
CoRR, 2020

K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Cascade Grouped Attention Network for Referring Expression Segmentation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Dynamic Context-guided Capsule Network for Multimodal Machine Translation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Structural Information Preserving for Graph-to-Text Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Neural Simile Recognition with Cyclic Multitask Learning and Local Attention.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Robust Adversarial Training Approach to Machine Reading Comprehension.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Future-Aware Knowledge Distillation for Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

POS Tag-enhanced Coarse-to-fine Attention for Neural Machine Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Semantic Neural Machine Translation using AMR.
Trans. Assoc. Comput. Linguistics, 2019

Boosting implicit discourse relation recognition with connective-based word embeddings.
Neurocomputing, 2019

A neural image captioning model with caption-to-images semantic constructor.
Neurocomputing, 2019

Exploiting reverse target-side contexts for neural machine translation via asynchronous bidirectional decoding.
Artif. Intell., 2019

A Lexical Resource-Constrained Topic Model for Word Relatedness.
IEEE Access, 2019

Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method.
IEEE Access, 2019

Exploiting Temporal Relationships in Video Moment Localization with Natural Language.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Graph-based Neural Sentence Ordering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019

Iterative Dual Domain Adaptation for Neural Machine Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Linear Time Neural Machine Translation with Capsule Networks.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Leveraging Dependency Forest for Neural Medical Relation Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Dynamic Capsule Attention for Visual Question Answering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Predicting Microblog Sentiments via Weakly Supervised Multimodal Deep Learning.
IEEE Trans. Multim., 2018

A Hierarchy-to-Sequence Attentional Neural Machine Translation Model.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Fog-Based Two-Phase Event Monitoring and Data Gathering in Vehicular Sensor Networks.
Sensors, 2018

Exploring Implicit Semantic Constraints for Bilingual Word Embeddings.
Neural Process. Lett., 2018

Alignment-consistent recursive neural networks for bilingual phrase embeddings.
Knowl. Based Syst., 2018

Cross-lingual implicit discourse relation recognition with co-training.
Frontiers Inf. Technol. Electron. Eng., 2018

A neural generative autoencoder for bilingual word embeddings.
Inf. Sci., 2018

Learning better discourse representation for implicit discourse relation recognition via attention networks.
Neurocomputing, 2018

Lattice-to-sequence attentional Neural Machine Translation models.
Neurocomputing, 2018

Context-Aware Phrase Representation for Statistical Machine Translation.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Topic-Guided Automatical Human-Simulated Tweeting System.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Neural Machine Translation with Decoding History Enhanced Attention.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Deconvolution-Based Global Decoding for Neural Machine Translation.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Accelerating Neural Transformer via an Average Attention Network.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Asynchronous Bidirectional Decoding for Neural Machine Translation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Variational Recurrent Neural Machine Translation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Context-Aware Recurrent Encoder for Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Co-training for Implicit Discourse Relation Recognition Based on Manual and Distributed Features.
Neural Process. Lett., 2017

Leveraging bilingually-constrained synthetic data via multi-task neural networks for implicit discourse relation recognition.
Neurocomputing, 2017

A GRU-Gated Attention Model for Neural Machine Translation.
CoRR, 2017

More Than An Answer: Neural Pivot Network for Visual Qestion Answering.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

StructCap: Structured Semantic Embedding for Image Captioning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Learning Spatiotemporal and Geometric Features with ISA for Video-Based Facial Expression Recognition.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Recurrent Neural Machine Translation.
CoRR, 2016

Variational Neural Machine Translation.
CoRR, 2016

Variational Neural Discourse Relation Recognizer.
CoRR, 2016

Neural Discourse Relation Recognition with Semantic Memory.
CoRR, 2016

Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation.
CoRR, 2016

Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Variational Neural Discourse Relation Recognizer.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Variational Neural Machine Translation.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences.
Proceedings of the COLING 2016, 2016

Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling.
Proceedings of the COLING 2016, 2016

2015
Unsupervised word sense induction using rival penalized competitive learning.
Eng. Appl. Artif. Intell., 2015

Discriminative Reordering Model Adaptation via Structural Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Graph-Based Collective Lexical Selection for Statistical Machine Translation.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Context-Aware Topic Model for Statistical Machine Translation.
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

2014
Topic-aware pivot language approach for statisticalmachine translation.
J. Zhejiang Univ. Sci. C, 2014

Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013
A Topic-Triggered Language Model for Statistical Machine Translation.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Improving Chinese Word Segmentation Using Partially Annotated Sentences.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2013

2012
An Approach to N-Gram Language Model Evaluation in Phrase-Based Statistical Machine Translation.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012

Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Conditional Random Fields for Machine Translation System Combination.
Int. J. Asian Lang. Process., 2011

An Orientation Model for Hierarchical Phrase-Based Translation.
Proceedings of the International Conference on Asian Language Processing, 2011

2010
Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation.
Proceedings of the COLING 2010, 2010

Learning Lexicalized Reordering Models from Reordering Graphs.
Proceedings of the ACL 2010, 2010


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