Sentence Type Based Reordering Model for Statistical Machine Translation. - Jiajun Zhang 001; Chengqing Zong; Shoushan Li (COLING, 2008)

The CASIA statistical machine translation system for IWSLT 2008. - Yanqing He; Jiajun Zhang 001; Maoxi Li; Licheng Fang; Yufeng Chen; Yu Zhou 001; Chengqing Zong (IWSLT, 2008)

The CASIA statistical machine translation system for IWSLT 2009. - Maoxi Li; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (IWSLT, 2009)

A Framework for Effectively Integrating Hard and Soft Syntactic Rules into Phrase Based Translation. - Jiajun Zhang 001; Chengqing Zong (PACLIC, 2009)

Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax. - Jiajun Zhang 001; Feifei Zhai; Chengqing Zong (EMNLP, 2011)

Simple but Effective Approaches to Improving Tree-to-tree Model. - Feifei Zhai; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (MTSummit, 2011)

Machine Translation by Modeling Predicate-Argument Structure Transformation. - Feifei Zhai; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (COLING, 2012)

Tree-based Translation without using Parse Trees. - Feifei Zhai; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (COLING, 2012)

Towards a Chinese Common and Common Sense Knowledge Base for Sentiment Analysis. - Erik Cambria; Amir Hussain 001; Tariq S. Durrani; Jiajun Zhang 001 (IEA/AIE, 2012)

Handling Ambiguities of Bilingual Predicate-Argument Structures for Statistical Machine Translation. - Feifei Zhai; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (ACL (1), 2013)

Learning a Phrase-based Translation Model from Monolingual Data with Application to Domain Adaptation. - Jiajun Zhang 001; Chengqing Zong (ACL (1), 2013)

A Substitution-Translation-Restoration Framework for Handling Unknown Words in Statistical Machine Translation. - Jiajun Zhang 001; Feifei Zhai; Chengqing Zong (J. Comput. Sci. Technol., 2013)

A unified approach for effectively integrating source-side syntactic reordering rules into phrase-based translation. - Jiajun Zhang 001; Chengqing Zong (Lang. Resour. Evaluation, 2013)

Unsupervised Tree Induction for Tree-based Translation. - Feifei Zhai; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (Trans. Assoc. Comput. Linguistics, 2013)

Syntax-Based Translation With Bilingually Lexicalized Synchronous Tree Substitution Grammars. - Jiajun Zhang 001; Feifei Zhai; Chengqing Zong (IEEE Trans. Speech Audio Process., 2013)

Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (AAAI, 2014)

RNN-based Derivation Structure Prediction for SMT. - Feifei Zhai; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (ACL (2), 2014)

Bilingually-constrained Phrase Embeddings for Machine Translation. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (ACL (1), 2014)

Predicting Implicit Discourse Relations with Purely Distributed Representations. - Haoran Li 001; Jiajun Zhang 001; Chengqing Zong (CCL, 2015)

A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly. - Guoping Huang; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (IJCAI, 2015)

Beyond Word-based Language Model in Statistical Machine Translation. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (CoRR, 2015)

Deep Neural Networks in Machine Translation: An Overview. - Jiajun Zhang 001; Chengqing Zong (IEEE Intell. Syst., 2015)

Towards Machine Translation in Semantic Vector Space. - Jiajun Zhang 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2015)

An Empirical Exploration of Skip Connections for Sequential Tagging. - Huijia Wu; Jiajun Zhang 001; Chengqing Zong (COLING, 2016)

An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition. - Xiaomian Kang; Haoran Li 001; Long Zhou; Jiajun Zhang 001; Chengqing Zong (CoNLL Shared Task, 2016)

MinKSR: A Novel MT Evaluation Metric for Coordinating Human Translators with the CAT-Oriented Input Method. - Guoping Huang; Chunlu Zhao; Hongyuan Ma; Yu Zhou 001; Jiajun Zhang 001 (CWMT, 2016)

Exploiting Source-side Monolingual Data in Neural Machine Translation. - Jiajun Zhang 001; Chengqing Zong (EMNLP, 2016)

Towards Zero Unknown Word in Neural Machine Translation. - Xiaoqing Li; Jiajun Zhang 001; Chengqing Zong (IJCAI, 2016)

A Bilingual Discourse Corpus and Its Applications. - Yang Liu 085; Jiajun Zhang 001; Chengqing Zong; Yating Yang; Xi Zhou (LREC, 2016)

Character-Based LSTM-CRF with Radical-Level Features for Chinese Named Entity Recognition. - Chuanhai Dong; Jiajun Zhang 001; Chengqing Zong; Masanori Hattori; Hui Di (NLPCC/ICCPOL, 2016)

A Simple, Straightforward and Effective Model for Joint Bilingual Terms Detection and Word Alignment in SMT. - Guoping Huang; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (NLPCC/ICCPOL, 2016)

Learning from User Feedback for Machine Translation in Real-Time. - Guoping Huang; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (NLPCC/ICCPOL, 2016)

Predicting Implicit Discourse Relation with Multi-view Modeling and Effective Representation Learning. - Haoran Li 001; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (NLPCC/ICCPOL, 2016)

GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization. - Haoran Li 001; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (NLPCC/ICCPOL, 2016)

Neural Name Translation Improves Neural Machine Translation. - Xiaoqing Li; Jiajun Zhang 001; Chengqing Zong (CoRR, 2016)

Bridging Neural Machine Translation and Bilingual Dictionaries. - Jiajun Zhang 001; Chengqing Zong (CoRR, 2016)

Abstractive Cross-Language Summarization via Translation Model Enhanced Predicate Argument Structure Fusing. - Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

A Dynamic Window Neural Network for CCG Supertagging. - Huijia Wu; Jiajun Zhang 001; Chengqing Zong (AAAI, 2017)

Learning from Parenthetical Sentences for Term Translation in Machine Translation. - Guoping Huang; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (SIGHAN@IJCNLP, 2017)

Neural System Combination for Machine Translation. - Long Zhou; Wenpeng Hu; Jiajun Zhang 001; Chengqing Zong (ACL (2), 2017)

Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media. - Chuanhai Dong; Huijia Wu; Jiajun Zhang 001; Chengqing Zong (CCL, 2017)

Memory Augmented Attention Model for Chinese Implicit Discourse Relation Recognition. - Yang Liu 085; Jiajun Zhang 001; Chengqing Zong (CCL, 2017)

Cost-Aware Learning Rate for Neural Machine Translation. - Yang Zhao 007; Yining Wang; Jiajun Zhang 001; Chengqing Zong (CCL, 2017)

Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT. - Yining Wang; Long Zhou; Jiajun Zhang 001; Chengqing Zong (CWMT, 2017)

Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video. - Haoran Li 001; Junnan Zhu; Cong Ma 002; Jiajun Zhang 001; Chengqing Zong (EMNLP, 2017)

Exploiting Word Internal Structures for Generic Chinese Sentence Representation. - Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (EMNLP, 2017)

Learning Sentence Representation with Guidance of Human Attention. - Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (IJCAI, 2017)

Towards Neural Machine Translation with Partially Aligned Corpora. - Yining Wang; Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong; Zhengshan Xue (IJCNLP(1), 2017)

Shortcut Sequence Tagging. - Huijia Wu; Jiajun Zhang 001; Chengqing Zong (NLPCC, 2017)

Look-Ahead Attention for Generation in Neural Machine Translation. - Long Zhou; Jiajun Zhang 001; Chengqing Zong (NLPCC, 2017)

Augmenting Neural Sentence Summarization Through Extractive Summarization. - Junnan Zhu; Long Zhou; Haoran Li 001; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (NLPCC, 2017)

Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning. - Haoran Li 001; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017)

Investigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics. - Shaonan Wang; Jiajun Zhang 001; Nan Lin; Chengqing Zong (AAAI, 2018)

Learning Multimodal Word Representation via Dynamic Fusion Methods. - Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (AAAI, 2018)

Review Headline Generation with User Embedding. - Tianshang Liu; Haoran Li 001; Junnan Zhu; Jiajun Zhang 001; Chengqing Zong (CCL, 2018)

Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language. - He Bai 002; Yu Zhou 001; Jiajun Zhang 001; Liang Zhao; Mei-Yuh Hwang; Chengqing Zong (COLING, 2018)

Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization. - Haoran Li 001; Junnan Zhu; Jiajun Zhang 001; Chengqing Zong (COLING, 2018)

Associative Multichannel Autoencoder for Multimodal Word Representation. - Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (EMNLP, 2018)

A Teacher-Student Framework for Maintainable Dialog Manager. - Weikang Wang; Jiajun Zhang 001; Han Zhang; Mei-Yuh Hwang; Chengqing Zong; Zhifei Li 001 (EMNLP, 2018)

Three Strategies to Improve One-to-Many Multilingual Translation. - Yining Wang; Jiajun Zhang 001; Feifei Zhai; Jingfang Xu; Chengqing Zong (EMNLP, 2018)

Addressing Troublesome Words in Neural Machine Translation. - Yang Zhao 007; Jiajun Zhang 001; Zhongjun He; Chengqing Zong; Hua Wu 003 (EMNLP, 2018)

MSMO: Multimodal Summarization with Multimodal Output. - Junnan Zhu; Haoran Li 001; Tianshang Liu; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (EMNLP, 2018)

Multi-modal Sentence Summarization with Modality Attention and Image Filtering. - Haoran Li 001; Junnan Zhu; Tianshang Liu; Jiajun Zhang 001; Chengqing Zong (IJCAI, 2018)

Phrase Table as Recommendation Memory for Neural Machine Translation. - Yang Zhao 007; Yining Wang; Jiajun Zhang 001; Chengqing Zong (IJCAI, 2018)

One Sentence One Model for Neural Machine Translation. - Xiaoqing Li; Jiajun Zhang 001; Chengqing Zong (LREC, 2018)

Exploiting Pre-Ordering for Neural Machine Translation. - Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (LREC, 2018)

A Comparable Study on Model Averaging, Ensembling and Reranking in NMT. - Yuchen Liu 007; Long Zhou; Yining Wang; Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (NLPCC (2), 2018)

Language-Independent Representor for Neural Machine Translation. - Long Zhou; Yuchen Liu 007; Jiajun Zhang 001; Chengqing Zong; Guoping Huang (CoRR, 2018)

Empirical Exploring Word-Character Relationship for Chinese Sentence Representation. - Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018)

Towards Sentence-Level Brain Decoding with Distributed Representations. - Jingyuan Sun; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (AAAI, 2019)

Addressing the Under-Translation Problem from the Entropy Perspective. - Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong; Zhongjun He; Hua Wu 003 (AAAI, 2019)

Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference. - He Bai 002; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (ACL (1), 2019)

Incremental Learning from Scratch for Task-Oriented Dialogue Systems. - Weikang Wang; Jiajun Zhang 001; Qian Li; Mei-Yuh Hwang; Chengqing Zong; Zhifei Li 001 (ACL (1), 2019)

A Compact and Language-Sensitive Multilingual Translation Method. - Yining Wang; Long Zhou; Jiajun Zhang 001; Feifei Zhai; Jingfang Xu; Chengqing Zong (ACL (1), 2019)

Are You for Real? Detecting Identity Fraud via Dialogue Interactions. - Weikang Wang; Jiajun Zhang 001; Qian Li; Chengqing Zong; Zhifei Li 001 (EMNLP/IJCNLP (1), 2019)

Synchronously Generating Two Languages with Interactive Decoding. - Yining Wang; Jiajun Zhang 001; Long Zhou; Yuchen Liu 007; Chengqing Zong (EMNLP/IJCNLP (1), 2019)

NCLS: Neural Cross-Lingual Summarization. - Junnan Zhu; Qian Wang; Yining Wang; Yu Zhou 001; Jiajun Zhang 001; Shaonan Wang; Chengqing Zong (EMNLP/IJCNLP (1), 2019)

Sequence Generation: From Both Sides to the Middle. - Long Zhou; Jiajun Zhang 001; Chengqing Zong; Heng Yu 006 (IJCAI, 2019)

End-to-End Speech Translation with Knowledge Distillation. - Yuchen Liu 007; Hao Xiong 005; Jiajun Zhang 001; Zhongjun He; Hua Wu 003; Haifeng Wang 001; Chengqing Zong (INTERSPEECH, 2019)

Select the Best Translation from Different Systems Without Reference. - Jinliang Lu; Jiajun Zhang 001 (NLPCC (1), 2019)

Understanding Memory Modules on Learning Simple Algorithms. - Kexin Wang; Yu Zhou 001; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (CoRR, 2019)

Chinese Spelling Error Detection Using a Fusion Lattice LSTM. - Hao Wang 018; Bing Wang; Jianyong Duan; Jiajun Zhang 001 (CoRR, 2019)

Synchronous Bidirectional Neural Machine Translation. - Long Zhou; Jiajun Zhang 001; Chengqing Zong (Trans. Assoc. Comput. Linguistics, 2019)

Input Method for Human Translators: A Novel Approach to Integrate Machine Translation Effectively and Imperceptibly. - Guoping Huang; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Experience-based Causality Learning for Intelligent Agents. - Yang Liu 085; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Attention With Sparsity Regularization for Neural Machine Translation and Summarization. - Jiajun Zhang 001; Yang Zhao 007; Haoran Li 001; Chengqing Zong (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video. - Haoran Li 001; Junnan Zhu; Cong Ma 002; Jiajun Zhang 001; Chengqing Zong (IEEE Trans. Knowl. Data Eng., 2019)

Keywords-Guided Abstractive Sentence Summarization. - Haoran Li 001; Junnan Zhu; Jiajun Zhang 001; Chengqing Zong; Xiaodong He 001 (AAAI, 2020)

Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding. - Yuchen Liu 007; Jiajun Zhang 001; Hao Xiong 005; Long Zhou; Zhongjun He; Hua Wu 003; Haifeng Wang 001; Chengqing Zong (AAAI, 2020)

Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences. - Shaonan Wang; Jiajun Zhang 001; Nan Lin; Chengqing Zong (AAAI, 2020)

Multimodal Summarization with Guidance of Multimodal Reference. - Junnan Zhu; Yu Zhou 001; Jiajun Zhang 001; Haoran Li 001; Chengqing Zong; Changliang Li (AAAI, 2020)

Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization. - Junnan Zhu; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (ACL, 2020)

Multimodal Sentence Summarization via Multimodal Selective Encoding. - Haoran Li 001; Junnan Zhu; Jiajun Zhang 001; Xiaodong He 001; Chengqing Zong (COLING, 2020)

Distill and Replay for Continual Language Learning. - Jingyuan Sun; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (COLING, 2020)

Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity. - Yang Zhao 007; Lu Xiang; Junnan Zhu; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (COLING, 2020)

Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning. - Xiaomian Kang; Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (EMNLP (1), 2020)

Knowledge Graphs Enhanced Neural Machine Translation. - Yang Zhao 007; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (IJCAI, 2020)

Touch Editing: A Flexible One-Time Interaction Approach for Translation. - Qian Wang; Jiajun Zhang 001; Lemao Liu; Guoping Huang; Chengqing Zong (AACL/IJCNLP, 2020)

CASIA's System for IWSLT 2020 Open Domain Translation. - Qian Wang; Yuchen Liu 007; Cong Ma 002; Yu Lu; Yining Wang; Long Zhou; Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (IWSLT, 2020)

Non-autoregressive Neural Machine Translation with Distortion Model. - Long Zhou; Jiajun Zhang 001; Yang Zhao 007; Chengqing Zong (NLPCC (1), 2020)

Synchronous bidirectional inference for neural sequence generation. - Jiajun Zhang 001; Long Zhou; Yang Zhao 007; Chengqing Zong (Artif. Intell., 2020)

Neural Machine Translation: Challenges, Progress and Future. - Jiajun Zhang 001; Chengqing Zong (CoRR, 2020)

Bridging the Modality Gap for Speech-to-Text Translation. - Yuchen Liu 007; Junnan Zhu; Jiajun Zhang 001; Chengqing Zong (CoRR, 2020)

Fine-grained neural decoding with distributed word representations. - Shaonan Wang; Jiajun Zhang 001; Haiyan Wang; Nan Lin; Chengqing Zong (Inf. Sci., 2020)

Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation. - Kexin Wang; Yu Zhou 001; Jiajun Zhang 001; Shaonan Wang; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Deep Neural Network-based Machine Translation System Combination. - Long Zhou; Jiajun Zhang 001; Xiaomian Kang; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)

Text Data Mining - Chengqing Zong; Rui Xia; Jiajun Zhang 001 (Springer Singapore, 2021)

Synchronous Interactive Decoding for Multilingual Neural Machine Translation. - Hao He; Qian Wang; Zhipeng Yu; Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (AAAI, 2021)

Attention Calibration for Transformer in Neural Machine Translation. - Yu Lu; Jiali Zeng; Jiajun Zhang 001; Shuangzhi Wu; Mu Li 001 (ACL/IJCNLP (1), 2021)

Entity-level Cross-modal Learning Improves Multi-modal Machine Translation. - Xin Huang; Jiajun Zhang 001; Chengqing Zong (EMNLP (Findings), 2021)

CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization. - Haitao Lin; Liqun Ma; Junnan Zhu; Lu Xiang; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (EMNLP (1), 2021)

Exploiting Curriculum Learning in Unsupervised Neural Machine Translation. - Jinliang Lu; Jiajun Zhang 001 (EMNLP (Findings), 2021)

Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models. - Haitao Lin; Lu Xiang; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (Interspeech, 2021)

OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation. - Jing Liu 001; Xinxin Zhu; Fei Liu 047; Longteng Guo; Zijia Zhao; Mingzhen Sun; Weining Wang 001; Hanqing Lu; Shiyu Zhou; Jiajun Zhang 001; Jinqiao Wang (CoRR, 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Chinese Spelling Error Detection Using a Fusion Lattice LSTM. - Hao Wang 018; Bin Wang; Jianyong Duan; Jiajun Zhang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Graph-based Multimodal Ranking Models for Multimodal Summarization. - Junnan Zhu; Lu Xiang; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Neural Encoding and Decoding With Distributed Sentence Representations. - Jingyuan Sun; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (IEEE Trans. Neural Networks Learn. Syst., 2021)

Probing Word Syntactic Representations in the Brain by a Feature Elimination Method. - Xiaohan Zhang; Shaonan Wang; Nan Lin; Jiajun Zhang 001; Chengqing Zong (AAAI, 2022)

Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions. - Haitao Lin; Junnan Zhu; Lu Xiang; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (ACL (1), 2022)

Learning Confidence for Transformer-based Neural Machine Translation. - Yu Lu; Jiali Zeng; Jiajun Zhang 001; Shuangzhi Wu; Mu Li 001 (ACL (1), 2022)

Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding. - Shuxian Zou; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (ACL (Findings), 2022)

Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation. - Yu Lu; Jiajun Zhang 001 (EMNLP, 2022)

Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation. - Chen Wang; Yuchen Liu 007; Boxing Chen; Jiajun Zhang 001; Wei Luo; Zhongqiang Huang; Chengqing Zong (EMNLP, 2022)

Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation. - Yang Zhao 007; Junnan Zhu; Lu Xiang; Jiajun Zhang 001; Yu Zhou 001; Feifei Zhai; Chengqing Zong (CoRR, 2022)

Enhancing Lexical Translation Consistency for Document-Level Neural Machine Translation. - Xiaomian Kang; Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Dual-View Conditional Variational Auto-Encoder for Emotional Dialogue Generation. - Mei Li; Jiajun Zhang 001; Xiang Lu; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Attention Analysis and Calibration for Transformer in Natural Language Generation. - Yu Lu; Jiajun Zhang 001; Jiali Zeng; Shuangzhi Wu; Chengqing Zong (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Synchronous Inference for Multilingual Neural Machine Translation. - Qian Wang; Jiajun Zhang 001; Chengqing Zong (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients. - Feihu Jin; Jiajun Zhang 001; Chengqing Zong (EMNLP, 2023)

Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning. - Chong Li; Shaonan Wang; Yunhao Zhang; Jiajun Zhang 001; Chengqing Zong (EMNLP, 2023)

Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only. - Jinliang Lu; Yu Lu; Jiajun Zhang 001 (EMNLP (Findings), 2023)

Unified Prompt Learning Makes Pre-Trained Language Models Better Few-Shot Learners. - Feihu Jin; Jinliang Lu; Jiajun Zhang 001 (ICASSP, 2023)

Adapter Tuning With Task-Aware Attention Mechanism. - Jinliang Lu; Feihu Jin; Jiajun Zhang 001 (ICASSP, 2023)

Language Cognition and Language Computation - Human and Machine Language Understanding. - Shaonan Wang; Nai Ding; Nan Lin; Jiajun Zhang 001; Chengqing Zong (CoRR, 2023)

BigTrans: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages. - Wen Yang; Chong Li; Jiajun Zhang 001; Chengqing Zong (CoRR, 2023)

BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing. - Chen Wang; Minpeng Liao; Zhongqiang Huang; Jinliang Lu; Junhong Wu; Yuchen Liu 007; Chengqing Zong; Jiajun Zhang 001 (CoRR, 2023)

ChineseWebText: Large-scale High-quality Chinese Web Text Extracted with Effective Evaluation Model. - Jianghao Chen; Pu Jian; Tengxiao Xi; Yidong Yi; Qianlong Du; Chenglin Ding; Guibo Zhu; Chengqing Zong; Jinqiao Wang; Jiajun Zhang 001 (CoRR, 2023)

Align after Pre-train: Improving Multilingual Generative Models with Cross-lingual Alignment. - Chong Li; Shaonan Wang; Jiajun Zhang 001; Chengqing Zong (CoRR, 2023)

MoDS: Model-oriented Data Selection for Instruction Tuning. - Qianlong Du; Chengqing Zong; Jiajun Zhang 001 (CoRR, 2023)

Instance-Aware Prompt Learning for Language Understanding and Generation. - Feihu Jin; Jinliang Lu; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Topic-Oriented Dialogue Summarization. - Haitao Lin; Junnan Zhu; Lu Xiang; Feifei Zhai; Yu Zhou 001; Jiajun Zhang 001; Chengqing Zong (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Towards Unified Multi-Domain Machine Translation With Mixture of Domain Experts. - Jinliang Lu; Jiajun Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Contrastive Adversarial Training for Multi-Modal Machine Translation. - Xin Huang; Jiajun Zhang 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Transformer: A General Framework from Machine Translation to Others. - Yang Zhao 007; Jiajun Zhang 001; Chengqing Zong (Mach. Intell. Res., 2023)

Improving Unsupervised Neural Machine Translation via Training Data Self-Correction. - Jinliang Lu; Jiajun Zhang 001 (LREC/COLING, 2024)

Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA. - Pu Jian; Donglei Yu; Jiajun Zhang 001 (EMNLP, 2024)

BLSP-Emo: Towards Empathetic Large Speech-Language Models. - Chen Wang; Minpeng Liao; Zhongqiang Huang; Junhong Wu; Chengqing Zong; Jiajun Zhang 001 (EMNLP, 2024)

DPPA: Pruning Method for Large Language Model to Model Merging. - Yaochen Zhu; Rui Xia; Jiajun Zhang 001 (CoRR, 2024)

Bridging the Gap between Different Vocabularies for LLM Ensemble. - Yangyifan Xu; Jinliang Lu; Jiajun Zhang 001 (CoRR, 2024)

BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation. - Chen Wang; Minpeng Liao; Zhongqiang Huang; Jiajun Zhang 001 (CoRR, 2024)

Knowledge Graph Guided Neural Machine Translation with Dynamic Reinforce-selected Triples. - Yang Zhao 007; Xiaomian Kang; Yaping Zhang; Jiajun Zhang 001; Yu Zhou 001; Chengqing Zong (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs. - Jianghao Chen; Junhong Wu; Yangyifan Xu; Jiajun Zhang 001 (ACL (1), 2025)

Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment. - Wen Yang; Junhong Wu; Chen Wang; Chengqing Zong; Jiajun Zhang 001 (ACL (Findings), 2025)

Hit the Sweet Spot! Span-Level Ensemble for Large Language Models. - Yangyifan Xu; Jianghao Chen; Junhong Wu; Jiajun Zhang 001 (COLING, 2025)

Language Imbalance Driven Rewarding for Multilingual Self-improving. - Wen Yang; Junhong Wu; Chen Wang; Chengqing Zong; Jiajun Zhang 001 (ICLR, 2025)

OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model. - Chen Wang; Tianyu Peng; Wen Yang; Yinan Bai; Guangfu Wang; Jun Lin; Lanpeng Jia; Lingxiang Wu; Jinqiao Wang; Chengqing Zong; Jiajun Zhang 001 (CoRR, 2025)

Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions. - Pu Jian; Donglei Yu; Wen Yang; Shuo Ren; Jiajun Zhang 001 (CoRR, 2025)