Learning Lexicalized Reordering Models from Reordering Graphs. - Jinsong Su; Yang Liu 005; Yajuan Lü; Haitao Mi; Qun Liu 001 (ACL (2), 2010)

Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation. - Jinsong Su; Yang Liu 005; Haitao Mi; Hongmei Zhao; Yajuan Lv; Qun Liu 001 (COLING (Posters), 2010)

An Orientation Model for Hierarchical Phrase-Based Translation. - Xinyan Xiao; Jinsong Su; Yang Liu 005; Qun Liu 001; Shouxun Lin (IALP, 2011)

Conditional Random Fields for Machine Translation System Combination. - Tian Xia 004; Shandian Zhe; Jinsong Su; Qun Liu 001 (Int. J. Asian Lang. Process., 2011)

Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. - Jinsong Su; Hua Wu 003; Haifeng Wang 001; Yidong Chen 001; Xiaodong Shi; Huailin Dong; Qun Liu 001 (ACL (1), 2012)

An Approach to N-Gram Language Model Evaluation in Phrase-Based Statistical Machine Translation. - Jinsong Su; Qun Liu 001; Huailin Dong; Yidong Chen 001; Xiaodong Shi (IALP, 2012)

Improving Chinese Word Segmentation Using Partially Annotated Sentences. - Kaixu Zhang; Jinsong Su; Changle Zhou (CCL, 2013)

A Topic-Triggered Language Model for Statistical Machine Translation. - Heng Yu 006; Jinsong Su; Yajuan Lv; Qun Liu 001 (IJCNLP, 2013)

Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing. - Kaixu Zhang; Jinsong Su; Changle Zhou (EACL, 2014)

Topic-aware pivot language approach for statisticalmachine translation. - Jinsong Su; Xiaodong Shi; Yanzhou Huang; Yang Liu 005; Qingqiang Wu 001; Yidong Chen 001; Huailin Dong (J. Zhejiang Univ. Sci. C, 2014)

A Context-Aware Topic Model for Statistical Machine Translation. - Jinsong Su; Deyi Xiong; Yang Liu 005; Xianpei Han; Hongyu Lin; Junfeng Yao; Min Zhang 005 (ACL (1), 2015)

Graph-Based Collective Lexical Selection for Statistical Machine Translation. - Jinsong Su; Deyi Xiong; Shujian Huang; Xianpei Han; Junfeng Yao (EMNLP, 2015)

Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation. - Jinsong Su; Deyi Xiong; Biao Zhang 002; Yang Liu 005; Junfeng Yao; Min Zhang 005 (EMNLP, 2015)

Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition. - Biao Zhang 002; Jinsong Su; Deyi Xiong; Yaojie Lu 001; Hong Duan; Junfeng Yao (EMNLP, 2015)

Discriminative Reordering Model Adaptation via Structural Learning. - Biao Zhang 002; Jinsong Su; Deyi Xiong; Hong Duan; Junfeng Yao (IJCAI, 2015)

Unsupervised word sense induction using rival penalized competitive learning. - Yanzhou Huang; Xiaodong Shi; Jinsong Su; Yidong Chen 001; Guimin Huang (Eng. Appl. Artif. Intell., 2015)

Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling. - Jinsong Su; Biao Zhang 002; Deyi Xiong; Ruochen Li; Jianmin Yin (COLING, 2016)

Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Hong Duan; Min Zhang 005 (COLING, 2016)

Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition. - Changxing Wu; Xiaodong Shi; Yidong Chen 001; Yanzhou Huang; Jinsong Su (EMNLP, 2016)

Variational Neural Machine Translation. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Hong Duan; Min Zhang 005 (EMNLP, 2016)

Variational Neural Discourse Relation Recognizer. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Qun Liu 001; Rongrong Ji; Hong Duan; Min Zhang 005 (EMNLP, 2016)

Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation. - Shujian Huang; Huifeng Sun; Chengqi Zhao; Jinsong Su; Xin-Yu Dai; Jiajun Chen 001 (IJCAI, 2016)

Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation. - Jinsong Su; Zhixing Tan; Deyi Xiong; Yang Liu 005 (CoRR, 2016)

Neural Discourse Relation Recognition with Semantic Memory. - Biao Zhang 002; Deyi Xiong; Jinsong Su (CoRR, 2016)

Variational Neural Discourse Relation Recognizer. - Biao Zhang 002; Deyi Xiong; Jinsong Su (CoRR, 2016)

Variational Neural Machine Translation. - Biao Zhang 002; Deyi Xiong; Jinsong Su (CoRR, 2016)

Recurrent Neural Machine Translation. - Biao Zhang 002; Deyi Xiong; Jinsong Su (CoRR, 2016)

Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation. - Jinsong Su; Zhixing Tan; Deyi Xiong; Rongrong Ji; Xiaodong Shi; Yang Liu 005 (AAAI, 2017)

BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings. - Biao Zhang 002; Deyi Xiong; Jinsong Su (AAAI, 2017)

Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings. - Changxing Wu; Xiaodong Shi; Yidong Chen 001; Jinsong Su; Boli Wang (ACL (2), 2017)

Learning Spatiotemporal and Geometric Features with ISA for Video-Based Facial Expression Recognition. - ChenHan Lin; Fei Long; Junfeng Yao; Ming-Ting Sun; Jinsong Su (ICONIP (3), 2017)

StructCap: Structured Semantic Embedding for Image Captioning. - Fuhai Chen; Rongrong Ji; Jinsong Su; Yongjian Wu 001; Yunsheng Wu (ACM Multimedia, 2017)

More Than An Answer: Neural Pivot Network for Visual Qestion Answering. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Yongjian Wu 001; Yunsheng Wu (ACM Multimedia, 2017)

A GRU-Gated Attention Model for Neural Machine Translation. - Biao Zhang 002; Deyi Xiong; Jinsong Su (CoRR, 2017)

Leveraging bilingually-constrained synthetic data via multi-task neural networks for implicit discourse relation recognition. - Changxing Wu; Xiaodong Shi; Yidong Chen 001; Yanzhou Huang; Jinsong Su (Neurocomputing, 2017)

Co-training for Implicit Discourse Relation Recognition Based on Manual and Distributed Features. - Changxing Wu; Xiaodong Shi; Jinsong Su; Yidong Chen 001; Yanzhou Huang (Neural Process. Lett., 2017)

A Context-Aware Recurrent Encoder for Neural Machine Translation. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Hong Duan (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Variational Recurrent Neural Machine Translation. - Jinsong Su; Shan Wu; Deyi Xiong; Yaojie Lu 001; Xianpei Han; Biao Zhang 002 (AAAI, 2018)

Asynchronous Bidirectional Decoding for Neural Machine Translation. - Xiangwen Zhang; Jinsong Su; Yue Qin; Yang Liu 005; Rongrong Ji; Hongji Wang (AAAI, 2018)

Accelerating Neural Transformer via an Average Attention Network. - Biao Zhang 002; Deyi Xiong; Jinsong Su (ACL (1), 2018)

Deconvolution-Based Global Decoding for Neural Machine Translation. - Junyang Lin; Xu Sun 001; Xuancheng Ren; Shuming Ma; Jinsong Su; Qi Su 001 (COLING, 2018)

Neural Machine Translation with Decoding History Enhanced Attention. - Mingxuan Wang; Jun Xie; Zhixing Tan; Jinsong Su; Deyi Xiong; Chao Bian 005 (COLING, 2018)

GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints. - Fuhai Chen; Rongrong Ji; Xiaoshuai Sun; Yongjian Wu 001; Jinsong Su (CVPR, 2018)

Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination. - Jiali Zeng; Jinsong Su; Huating Wen; Yang Liu 005; Jun Xie; Yongjing Yin; Jianqiang Zhao (EMNLP, 2018)

Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Qian Lin; Huiji Zhang (EMNLP, 2018)

Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT. - Jing Yang; Biao Zhang 002; Yue Qin; Xiangwen Zhang; Qian Lin; Jinsong Su (NLPCC (1), 2018)

Topic-Guided Automatical Human-Simulated Tweeting System. - Zongyue Liu; Fuhai Chen; Jinsong Su; Chen Shen; Rongrong Ji (PRICAI (1), 2018)

Context-Aware Phrase Representation for Statistical Machine Translation. - Zhiwei Ruan; Jinsong Su; Deyi Xiong; Rongrong Ji (PRICAI (1), 2018)

Lattice-to-sequence attentional Neural Machine Translation models. - Zhixing Tan; Jinsong Su; Boli Wang; Yidong Chen 001; Xiaodong Shi (Neurocomputing, 2018)

Learning better discourse representation for implicit discourse relation recognition via attention networks. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Min Zhang 005 (Neurocomputing, 2018)

A neural generative autoencoder for bilingual word embeddings. - Jinsong Su; Shan Wu; Biao Zhang 002; Changxing Wu; Yue Qin; Deyi Xiong (Inf. Sci., 2018)

Cross-lingual implicit discourse relation recognition with co-training. - Yaojie Lu 001; Mu Xu; Changxing Wu; Deyi Xiong; Hongji Wang; Jinsong Su (Frontiers Inf. Technol. Electron. Eng., 2018)

Alignment-consistent recursive neural networks for bilingual phrase embeddings. - Jinsong Su; Biao Zhang 002; Deyi Xiong; Yang Liu 005; Min Zhang 005 (Knowl. Based Syst., 2018)

Exploring Implicit Semantic Constraints for Bilingual Word Embeddings. - Jinsong Su; Zhenqiao Song; Yaojie Lu 001; Mu Xu; Changxing Wu; Yidong Chen 001 (Neural Process. Lett., 2018)

Fog-Based Two-Phase Event Monitoring and Data Gathering in Vehicular Sensor Networks. - Yongxuan Lai; Fan Yang 010; Jinsong Su; Qifeng Zhou; Tian Wang 001; Lu Zhang; Yifan Xu (Sensors, 2018)

A Hierarchy-to-Sequence Attentional Neural Machine Translation Model. - Jinsong Su; Jiali Zeng; Deyi Xiong; Yang Liu 005; Mingxuan Wang; Jun Xie (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Predicting Microblog Sentiments via Weakly Supervised Multimodal Deep Learning. - Fuhai Chen; Rongrong Ji; Jinsong Su; Donglin Cao; Yue Gao 002 (IEEE Trans. Multim., 2018)

Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Xiangming Li; Xiaoshuai Sun (AAAI, 2019)

Dynamic Capsule Attention for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Xiaoshuai Sun; Weiqiu Chen (AAAI, 2019)

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. - Jialong Tang; Ziyao Lu; Jinsong Su; Yubin Ge; Linfeng Song; Le Sun 001; Jiebo Luo 001 (ACL (1), 2019)

Leveraging Dependency Forest for Neural Medical Relation Extraction. - Linfeng Song; Yue Zhang 004; Daniel Gildea; Mo Yu; Zhiguo Wang; Jinsong Su (EMNLP/IJCNLP (1), 2019)

Towards Linear Time Neural Machine Translation with Capsule Networks. - Mingxuan Wang; Jun Xie; Zhixing Tan; Jinsong Su; Deyi Xiong; Lei Li 005 (EMNLP/IJCNLP (1), 2019)

Iterative Dual Domain Adaptation for Neural Machine Translation. - Jiali Zeng; Yang Liu 005; Jinsong Su; Yubin Ge; Yaojie Lu 001; Yongjing Yin; Jiebo Luo 001 (EMNLP/IJCNLP (1), 2019)

Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis. - Jun Peng; Yiyi Zhou; Liujuan Cao; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (ICASSP, 2019)

Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. - Mengge Xue; Weiming Cai; Jinsong Su; Linfeng Song; Yubin Ge; Yubao Liu; Bin Wang 004 (IJCAI, 2019)

Graph-based Neural Sentence Ordering. - Yongjing Yin; Linfeng Song; Jinsong Su; Jiali Zeng; Chulun Zhou; Jiebo Luo 001 (IJCAI, 2019)

Exploiting Temporal Relationships in Video Moment Localization with Natural Language. - Songyang Zhang; Jinsong Su; Jiebo Luo 001 (ACM Multimedia, 2019)

Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method. - Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (IEEE Access, 2019)

A Lexical Resource-Constrained Topic Model for Word Relatedness. - Yongjing Yin; Jiali Zeng; Hongji Wang; Keqing Wu; Bin Luo; Jinsong Su (IEEE Access, 2019)

Exploiting reverse target-side contexts for neural machine translation via asynchronous bidirectional decoding. - Jinsong Su; Xiangwen Zhang; Qian Lin; Yue Qin; Junfeng Yao; Yang Liu 005 (Artif. Intell., 2019)

A neural image captioning model with caption-to-images semantic constructor. - Jinsong Su; Jialong Tang; Ziyao Lu; Xianpei Han; Haiying Zhang (Neurocomputing, 2019)

Boosting implicit discourse relation recognition with connective-based word embeddings. - Changxing Wu; Jinsong Su; Yidong Chen 001; Xiaodong Shi (Neurocomputing, 2019)

Semantic Neural Machine Translation using AMR. - Linfeng Song; Daniel Gildea; Yue Zhang 004; Zhiguo Wang; Jinsong Su (Trans. Assoc. Comput. Linguistics, 2019)

POS Tag-enhanced Coarse-to-fine Attention for Neural Machine Translation. - Yongjing Yin; Jinsong Su; Huating Wen; Jiali Zeng; Yang Liu 005; Yidong Chen 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Future-Aware Knowledge Distillation for Neural Machine Translation. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Jiebo Luo 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

A Robust Adversarial Training Approach to Machine Reading Comprehension. - Kai Liu 023; Xin Liu 066; An Yang; Jing Liu 022; Jinsong Su; Sujian Li; Qiaoqiao She (AAAI, 2020)

Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions. - Yongjing Yin; Fandong Meng; Jinsong Su; Yubin Ge; Linfeng Song; Jie Zhou 016; Jiebo Luo 001 (AAAI, 2020)

Neural Simile Recognition with Cyclic Multitask Learning and Local Attention. - Jiali Zeng; Linfeng Song; Jinsong Su; Jun Xie; Wei Song; Jiebo Luo 001 (AAAI, 2020)

Structural Information Preserving for Graph-to-Text Generation. - Linfeng Song; Ante Wang; Jinsong Su; Yue Zhang 004; Kun Xu 005; Yubin Ge; Dong Yu 001 (ACL, 2020)

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation. - Yongjing Yin; Fandong Meng; Jinsong Su; Chulun Zhou; Zhengyuan Yang; Jie Zhou 016; Jiebo Luo 001 (ACL, 2020)

Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer. - Chulun Zhou; Liangyu Chen; Jiachen Liu; Xinyan Xiao; Jinsong Su; Sheng Guo; Hua Wu 003 (ACL, 2020)

An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension. - Xin Liu 066; Kai Liu 023; Xiang Li 104; Jinsong Su; Yubin Ge; Bin Wang 004; Jiebo Luo 001 (IJCAI, 2020)

Dynamic Context-guided Capsule Network for Multimodal Machine Translation. - Huan Lin; Fandong Meng; Jinsong Su; Yongjing Yin; Zhengyuan Yang; Yubin Ge; Jie Zhou 016; Jiebo Luo 001 (ACM Multimedia, 2020)

Cascade Grouped Attention Network for Referring Expression Segmentation. - Gen Luo; Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Jinsong Su; Chia-Wen Lin; Qi Tian 001 (ACM Multimedia, 2020)

K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Gen Luo; Xiaopeng Hong; Jinsong Su; Xinghao Ding; Ling Shao 001 (ACM Multimedia, 2020)

Modeling Discourse Structure for Document-level Neural Machine Translation. - Junxuan Chen; Xiang Li 104; Jiarui Zhang; Chulun Zhou; Jianwei Cui 002; Bin Wang 004; Jinsong Su (CoRR, 2020)

Hierarchical multi-task learning with CRF for implicit discourse relation recognition. - Changxing Wu; Chaowen Hu; Ruochen Li; Hongyu Lin; Jinsong Su (Knowl. Based Syst., 2020)

Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders. - Qian Lin; Jing Yang; Xiangwen Zhang; Hongji Wang; Yaojie Lu 001; Jinsong Su (Neural Process. Lett., 2020)

Neural Machine Translation with Deep Attention. - Biao Zhang 002; Deyi Xiong; Jinsong Su (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Alignment-Supervised Bidimensional Attention-Based Recursive Autoencoders for Bilingual Phrase Representation. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Yue Qin (IEEE Trans. Cybern., 2020)

Neural Machine Translation With GRU-Gated Attention Model. - Biao Zhang 002; Deyi Xiong; Jun Xie; Jinsong Su (IEEE Trans. Neural Networks Learn. Syst., 2020)

Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning. - Binbin Xie; Jinsong Su; Yubin Ge; Xiang Li 104; Jianwei Cui 002; Junfeng Yao; Bin Wang 004 (AAAI, 2021)

BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation. - Yubin Ge; Ly Dinh; Xiaofeng Liu; Jinsong Su; Ziyao Lu; Ante Wang; Jana Diesner (ACL/IJCNLP (1), 2021)

Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability. - Kaiyu Huang; Junpeng Liu 002; Degen Huang; Deyi Xiong; Zhuang Liu 001; Jinsong Su (ACL/IJCNLP (Findings), 2021)

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation. - Hui Jiang; Chulun Zhou; Fandong Meng; Biao Zhang 002; Jie Zhou 016; Degen Huang; Qingqiang Wu 001; Jinsong Su (ACL/IJCNLP (1), 2021)

Towards User-Driven Neural Machine Translation. - Huan Lin; Liang Yao; Baosong Yang; Dayiheng Liu; Haibo Zhang 013; Weihua Luo; Degen Huang; Jinsong Su (ACL/IJCNLP (1), 2021)

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation. - Xin Liu 066; Baosong Yang; Dayiheng Liu; Haibo Zhang 013; Weihua Luo; Min Zhang 005; Haiying Zhang; Jinsong Su (ACL/IJCNLP (1), 2021)

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings. - Shaopeng Lai; Ante Wang; Fandong Meng; Jie Zhou 016; Yubin Ge; Jiali Zeng; Junfeng Yao; Degen Huang; Jinsong Su (EMNLP (1), 2021)

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation. - Yunlong Liang; Chulun Zhou; Fandong Meng; Jinan Xu; Yufeng Chen 005; Jinsong Su; Jie Zhou 016 (EMNLP (1), 2021)

A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues. - Ante Wang; Linfeng Song; Hui Jiang; Shaopeng Lai; Junfeng Yao; Min Zhang; Jinsong Su (IJCAI, 2021)

Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning. - Jinsong Su; Jialong Tang; Hui Jiang; Ziyao Lu; Yubin Ge; Linfeng Song; Deyi Xiong; Le Sun 001; Jiebo Luo 001 (Artif. Intell., 2021)

KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation. - Xin Liu 066; Dayiheng Liu; Baosong Yang; Haibo Zhang 013; Junwei Ding; Wenqing Yao; Weihua Luo; Haiying Zhang; Jinsong Su (CoRR, 2021)

Multi-modal neural machine translation with deep semantic interactions. - Jinsong Su; Jinchang Chen; Hui Jiang; Chulun Zhou; Huan Lin; Yubin Ge; Qingqiang Wu 001; Yongxuan Lai (Inf. Sci., 2021)

An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering. - Yongjing Yin; Shaopeng Lai; Linfeng Song; Chulun Zhou; Xianpei Han; Junfeng Yao; Jinsong Su (J. Artif. Intell. Res., 2021)

Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation. - Jinsong Su; Jiali Zeng; Jun Xie; Huating Wen; Yongjing Yin; Yang Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Domain Adaptive Meta-Learning for Dialogue State Tracking. - Jiali Zeng; Yongjing Yin; Yang Liu 005; Yubin Ge; Jinsong Su (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Uncovering Media Bias via Social Network Learning. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Jiaquan Yao (ACM Trans. Intell. Syst. Technol., 2021)

KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation. - Xin Liu 066; Dayiheng Liu; Baosong Yang; Haibo Zhang 013; Junwei Ding; Wenqing Yao; Weihua Luo; Haiying Zhang; Jinsong Su (AAAI, 2022)

A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition. - Changxing Wu; Liuwen Cao; Yubin Ge; Yang Liu 005; Min Zhang 005; Jinsong Su (AAAI, 2022)

Type-Driven Multi-Turn Corrections for Grammatical Error Correction. - Shaopeng Lai; Qingyu Zhou; Jiali Zeng; Zhongli Li; Chao Li 063; Yunbo Cao; Jinsong Su (ACL (Findings), 2022)

A Variational Hierarchical Model for Neural Cross-Lingual Summarization. - Yunlong Liang; Fandong Meng; Chulun Zhou; Jinan Xu; Yufeng Chen 005; Jinsong Su; Jie Zhou 016 (ACL (1), 2022)

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation. - Chulun Zhou; Fandong Meng; Jie Zhou 016; Min Zhang 005; Hongji Wang; Jinsong Su (ACL (1), 2022)

Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training. - Zhongjian Miao; Xiang Li 104; Liyan Kang; Wen Zhang; Chulun Zhou; Yidong Chen 001; Bin Wang 004; Min Zhang 005; Jinsong Su (COLING, 2022)

Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. - Shuai Fan 007; Chen Lin 001; Haonan Li 002; Zhenghao Lin; Jinsong Su; Hang Zhang 029; Yeyun Gong; Jian Guo; Nan Duan (EMNLP, 2022)

Towards Robust k-Nearest-Neighbor Machine Translation. - Hui Jiang; Ziyao Lu; Fandong Meng; Chulun Zhou; Jie Zhou 016; Degen Huang; Jinsong Su (EMNLP, 2022)

Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation. - Junpeng Liu 002; Kaiyu Huang; Jiuyi Li; Huan Liu; Jinsong Su; Degen Huang (EMNLP, 2022)

Getting the Most out of Simile Recognition. - Xiaoyue Wang; Linfeng Song; Xin Liu; Chulun Zhou; Hualin Zeng; Jinsong Su (EMNLP (Findings), 2022)

WR-One2Set: Towards Well-Calibrated Keyphrase Generation. - Binbin Xie; Xiangpeng Wei; Baosong Yang; Huan Lin; Jun Xie; Xiaoli Wang 002; Min Zhang 005; Jinsong Su (EMNLP, 2022)

Towards Better Document-level Relation Extraction via Iterative Inference. - Liang Zhang; Jinsong Su; Yidong Chen 001; Zhongjian Miao; Zijun Min; Qingguo Hu; Xiaodong Shi (EMNLP, 2022)

CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation. - Han Zhang 025; Sheng Zhang 022; Yang Xiang; Bin Liang 004; Jinsong Su; Zhongjian Miao; Hui Wang 030; Ruifeng Xu 001 (EMNLP (Findings), 2022)

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation. - Huan Lin; Baosong Yang; Liang Yao; Dayiheng Liu; Haibo Zhang 013; Jun Xie; Min Zhang 005; Jinsong Su (NAACL-HLT (Findings), 2022)

Unimodal and Multimodal Integrated Representation Learning via Improved Information Bottleneck for Multimodal Sentiment Analysis. - Tonghui Zhang; Changfei Dong; Jinsong Su; Haiying Zhang; Yuzheng Li (NLPCC (1), 2022)

Neutralizing Popularity Bias in Recommendation Models. - Guipeng Xv; Chen Lin 001; Hui Li 057; Jinsong Su; Weiyao Ye; Yewang Chen (SIGIR, 2022)

Getting the Most out of Simile Recognition. - Xiaoyue Wang; Linfeng Song; Xin Liu; Chulun Zhou; Jinsong Su (CoRR, 2022)

A novel multi-domain machine reading comprehension model with domain interference mitigation. - Chulun Zhou; Zhihao Wang; Shaojie He; Haiying Zhang; Jinsong Su (Neurocomputing, 2022)

CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding. - Linfeng Song; Chunlei Xin; Shaopeng Lai; Ante Wang; Jinsong Su; Kun Xu 005 (J. Artif. Intell. Res., 2022)

AAN+: Generalized Average Attention Network for Accelerating Neural Transformer. - Biao Zhang 002; Deyi Xiong; Yubin Ge; Junfeng Yao; Hao Yue; Jinsong Su (J. Artif. Intell. Res., 2022)

Plenty is Plague: Fine-Grained Learning for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Jinsong Su; Deyu Meng; Yue Gao 002; Chunhua Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

An AST Structure Enhanced Decoder for Code Generation. - Hui Jiang; Linfeng Song; Yubin Ge; Fandong Meng; Junfeng Yao; Jinsong Su (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Exploring Multi-Stage Information Interactions for Multi-Source Neural Machine Translation. - Ziyao Lu; Xiang Li 104; Yang Liu 005; Chulun Zhou; Jianwei Cui 002; Bin Wang 004; Min Zhang 005; Jinsong Su (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning. - Chunyan Li 002; Junfeng Yao; Jinsong Su; Zhaoyang Liu 002; Xiangxiang Zeng; Chenxi Huang (AAAI, 2023)

Code-Aware Cross-Program Transfer Hyperparameter Optimization. - Zijia Wang; Xiangyu He; Kehan Chen; Chen Lin 001; Jinsong Su (AAAI, 2023)

Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction. - Liang Zhang; Jinsong Su; Zijun Min; Zhongjian Miao; Qingguo Hu; Biao Fu; Xiaodong Shi; Yidong Chen 001 (AAAI, 2023)

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation. - Zhiwei Cao; Baosong Yang; Huan Lin; Suhang Wu; Xiangpeng Wei; Dayiheng Liu; Jun Xie; Min Zhang 005; Jinsong Su (ACL (1), 2023)

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation. - Liyan Kang; Luyang Huang; Ningxin Peng; Peihao Zhu 002; Zewei Sun; Shanbo Cheng; Mingxuan Wang; Degen Huang; Jinsong Su (ACL (Findings), 2023)

Exploring Better Text Image Translation with Multimodal Codebook. - Zhibin Lan; Jiawei Yu; Xiang Li 104; Wen Zhang; Jian Luan 001; Bin Wang 004; Degen Huang; Jinsong Su (ACL (1), 2023)

A Sequence-to-Sequence&Set Model for Text-to-Table Generation. - Tong Li; Zhihao Wang; Liangying Shao; Xuling Zheng; Xiaoli Wang 002; Jinsong Su (ACL (Findings), 2023)

Revisiting Non-Autoregressive Translation at Scale. - Zhihao Wang; Longyue Wang; Jinsong Su; Junfeng Yao; Zhaopeng Tu (ACL (Findings), 2023)

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training. - Chulun Zhou; Yunlong Liang; Fandong Meng; Jinan Xu; Jinsong Su; Jie Zhou 016 (ACL (Findings), 2023)

An Effective Pre-trained Visual Encoder for Medical Visual Question Answering. - Yefan Huang; Xiaoli Wang 002; Jinsong Su (ADMA (5), 2023)

Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division. - Junpeng Liu 002; Kaiyu Huang; Hao Yu; Jiuyi Li; Jinsong Su; Degen Huang (EMNLP, 2023)

Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation. - Zhongjian Miao; Wen Zhang; Jinsong Su; Xiang Li 104; Jian Luan 001; Yidong Chen 001; Bin Wang 004; Min Zhang 005 (EMNLP, 2023)

IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models. - Xiaoyue Wang; Xin Liu; Lijie Wang; Yaoxiang Wang; Jinsong Su; Hua Wu 003 (EMNLP, 2023)

Domain Adaptation for Conversational Query Production with the RAG Model Feedback. - Ante Wang; Linfeng Song; Ge Xu; Jinsong Su (EMNLP (Findings), 2023)

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction. - Liang Zhang; Chulun Zhou; Fandong Meng; Jinsong Su; Yidong Chen 001; Jie Zhou 016 (EMNLP, 2023)

Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction. - Liang Zhang; Zijun Min; Jinsong Su; Pei Yu; Ante Wang; Yidong Chen 001 (IJCAI, 2023)

The Xiaomi AI Lab's Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task. - Wuwei Huang; Mengge Liu; Xiang Li 104; Yanzhi Tian; Fengyu Yang; Wen Zhang; Jian Luan 001; Bin Wang 004; Yuhang Guo 001; Jinsong Su (IWSLT@ACL, 2023)

Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering. - Yifan Dong; Suhang Wu; Fandong Meng; Jie Zhou 016; Xiaoli Wang 002; Jianxin Lin; Jinsong Su (ACM Multimedia, 2023)

Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs. - Suhang Wu; Minlong Peng; Yue Chen; Jinsong Su; Mingming Sun 001 (CoRR, 2023)

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models. - Bingshuai Liu; Chenyang Lyu; Zijun Min; Zhanyu Wang; Jinsong Su; Longyue Wang (CoRR, 2023)

A Feedback-Enhanced Two-Stage Framework for judicial machine reading comprehension. - Zhiqiang Lin 003; Fan Yang 010; Xuyang Wu 006; Jinsong Su; Xiaoyue Wang (Eng. Appl. Artif. Intell., 2023)

From statistical methods to deep learning, automatic keyphrase prediction: A survey. - Binbin Xie; Jia Song 003; Liangying Shao; Suhang Wu; Xiangpeng Wei; Baosong Yang; Huan Lin; Jun Xie; Jinsong Su (Inf. Process. Manag., 2023)

FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning. - Zhibin Lan; Wei Li 176; Jinsong Su; Xinyan Xiao; Jiachen Liu; Wenhao Wu; Yajuan Lyu (J. Artif. Intell. Res., 2023)

Meta-learning based instance manipulation for implicit discourse relation recognition. - Jiali Zeng; Binbin Xie; Changxing Wu; Yongjing Yin; Hualin Zeng; Jinsong Su (Knowl. Based Syst., 2023)

OpenFact: Factuality Enhanced Open Knowledge Extraction. - Linfeng Song; Ante Wang; Xiaoman Pan; Hongming Zhang 009; Dian Yu 001; Lifeng Jin; Haitao Mi; Jinsong Su; Yue Zhang 004; Dong Yu 001 (Trans. Assoc. Comput. Linguistics, 2023)

Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward. - Zhe Hu; Zhiwei Cao; Hou Pong Chan; Jiachen Liu; Xinyan Xiao; Jinsong Su; Hua Wu 003 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation. - Ante Wang; Linfeng Song; Lifeng Jin; Junfeng Yao; Haitao Mi; Chen Lin 001; Jinsong Su; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension. - Yiyi Zhou; Rongrong Ji; Gen Luo; Xiaoshuai Sun; Jinsong Su; Xinghao Ding; Chia-Wen Lin; Qi Tian 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Bilingual attention based neural machine translation. - Liyan Kang; Shaojie He; Mingxuan Wang; Fei Long; Jinsong Su (Appl. Intell., 2023)

Search-engine-augmented dialogue response generation with cheaply supervised query production. - Ante Wang; Linfeng Song; Qi Liu 049; Haitao Mi; Longyue Wang; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (Artif. Intell., 2023)

A Multi-Task Multi-Stage Transitional Training Framework for Neural Chat Translation. - Chulun Zhou; Yunlong Liang; Fandong Meng; Jie Zhou 016; Jinan Xu; Hongji Wang; Min Zhang 005; Jinsong Su (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multi-modal graph contrastive encoding for neural machine translation. - Yongjing Yin; Jiali Zeng; Jinsong Su; Chulun Zhou; Fandong Meng; Jie Zhou 016; Degen Huang; Jiebo Luo 001 (Artif. Intell., 2023)

Response Enhanced Semi-supervised Dialogue Query Generation. - Jianheng Huang; Ante Wang; Linfeng Gao; Linfeng Song; Jinsong Su (AAAI, 2024)

Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment. - Rui Zhao; Liang Zhang; Biao Fu; Cong Hu; Jinsong Su; Yidong Chen 001 (AAAI, 2024)

Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs. - Zhiwei Cao; Qian Cao; Yu Lu; Ningxin Peng; Luyang Huang; Shanbo Cheng; Jinsong Su (ACL (1), 2024)

Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. - Yan Gao 017; Zhiwei Cao; Zhongjian Miao; Baosong Yang; Shiyu Liu; Min Zhang 005; Jinsong Su (ACL (Findings), 2024)

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal. - Jianheng Huang; Leyang Cui; Ante Wang; Chengyi Yang; Xinting Liao; Linfeng Song; Junfeng Yao; Jinsong Su (ACL (1), 2024)

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation. - Zhibin Lan; Liqiang Niu; Fandong Meng; Jie Zhou 016; Min Zhang 005; Jinsong Su (ACL (Findings), 2024)

Improving LLM Generations via Fine-Grained Self-Endorsement. - Ante Wang; Linfeng Song; Baolin Peng; Lifeng Jin; Ye Tian; Haitao Mi; Jinsong Su; Dong Yu 001 (ACL (Findings), 2024)

Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing. - Hao Yue; Shaopeng Lai; Chengyi Yang; Liang Zhang; Junfeng Yao; Jinsong Su (ACL (Findings), 2024)

Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval. - Zijun Min; Bingshuai Liu; Liang Zhang; Jia Song; Jinsong Su; Song He; Xiaochen Bo (BIBM, 2024)

Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment. - Jia Song; Wanru Zhuang; Yujie Lin; Liang Zhang; Chunyan Li 002; Jinsong Su; Song He; Xiaochen Bo (BIBM, 2024)

EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation. - Zhongquan Jian; Ante Wang; Jinsong Su; Junfeng Yao; Meihong Wang; Qingqiang Wu 001 (LREC/COLING, 2024)

MHGRL: An Effective Representation Learning Model for Electronic Health Records. - Feiyan Liu; Liangzhi Li 004; Xiaoli Wang 002; Feng Luo; Chang Liu; Jinsong Su; Yiming Qian (LREC/COLING, 2024)

Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation. - Tong Sun; Biao Fu; Cong Hu; Liang Zhang; Ruiquan Zhang; Xiaodong Shi; Jinsong Su; Yidong Chen 001 (LREC/COLING, 2024)

GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training. - Yang Li 213; Qi'ao Zhao; Chen Lin 001; Zhenjie Zhang; Xiaomin Zhu 001; Jinsong Su (DASFAA (3), 2024)

Dual-view Enhanced Knowledge Contrastive Learning for Recommendation. - Weijun Xu; Fan Gao; Jinsong Su; Qingqiang Wu 001; Meihong Wang (DASFAA (4), 2024)

On the Cultural Gap in Text-to-Image Generation. - Bingshuai Liu; Longyue Wang; Chenyang Lyu; Yong Zhang 034; Jinsong Su; Shuming Shi 001; Zhaopeng Tu (ECAI, 2024)

Lightweight Transformer for sEMG Gesture Recognition with Feature Distilled Variational Information Bottleneck. - Zefeng Wang; Bingbing Hu; Junfeng Yao; Jinsong Su (ECAI, 2024)

Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training. - Wenbo Li; Guohao Li 002; Zhibin Lan; Xue Xu; Wanru Zhuang; Jiachen Liu; Xinyan Xiao; Jinsong Su (EMNLP, 2024)

One2Set + Large Language Model: Best Partners for Keyphrase Generation. - Liangying Shao; Liang Zhang; Minlong Peng; Guoqi Ma; Hao Yue; Mingming Sun 001; Jinsong Su (EMNLP, 2024)

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models. - Zhihao Wang; Shiyu Liu; Jianheng Huang; Wang Zheng; Yixuan Liao; Xiaoxin Chen 001; Junfeng Yao; Jinsong Su (EMNLP, 2024)

Self-Consistency Boosts Calibration for Math Reasoning. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Lifeng Jin; Haitao Mi; Jinsong Su; Dong Yu (EMNLP (Findings), 2024)

Multi-Level Cross-Modal Alignment for Speech Relation Extraction. - Liang Zhang; Zhen Yang; Biao Fu; Ziyao Lu; Liangying Shao; Shiyu Liu; Fandong Meng; Jie Zhou 016; Xiaoli Wang 002; Jinsong Su (EMNLP, 2024)

Using Large Language Model for End-to-End Chinese ASR and NER. - Yuang Li; Jiawei Yu; Min Zhang; Mengxin Ren; Yanqing Zhao; Xiaofeng Zhao; Shimin Tao; Jinsong Su; Hao Yang (INTERSPEECH, 2024)

Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation. - Honghaofu Honghaofu; Liang Zhang; Biao Fu; Rui Zhao; Jinsong Su; Xiaodong Shi; Yidong Chen 001 (NAACL-HLT (Findings), 2024)

Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems. - Yang Li 213; Qi'ao Zhao; Chen Lin 001; Jinsong Su; Zhilin Zhang 001 (SIGIR, 2024)

Fine-Grained Self-Endorsement Improves Factuality and Reasoning. - Ante Wang; Linfeng Song; Baolin Peng; Ye Tian; Lifeng Jin; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

Self-Consistency Boosts Calibration for Math Reasoning. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Lifeng Jin; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

On the Information Redundancy in Non-Autoregressive Translation. - Zhihao Wang; Longyue Wang; Jinsong Su; Junfeng Yao; Zhaopeng Tu (CoRR, 2024)

A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges. - Huangjun Shen; Liangying Shao; Wenbo Li; Zhibin Lan; Zhanyu Liu; Jinsong Su (CoRR, 2024)

LiteSearch: Efficacious Tree Search for LLM. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Dian Yu 001; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation. - Yihang Zheng; Bo Li 026; Zhenghao Lin; Yi Luo; Xuanhe Zhou; Chen Lin 001; Jinsong Su; Guoliang Li 001; Shifu Li (CoRR, 2024)

Mitigating the Negative Impact of Over-association for Conversational Query Production. - Ante Wang; Linfeng Song; Zijun Min; Ge Xu; Xiaoli Wang; Junfeng Yao; Jinsong Su (CoRR, 2024)

AVG-LLaVA: A Large Multimodal Model with Adaptive Visual Granularity. - Zhibin Lan; Liqiang Niu; Fandong Meng; Wenbo Li; Jie Zhou 016; Jinsong Su (CoRR, 2024)

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models. - Zhihao Wang; Shiyu Liu; Jianheng Huang; Zheng Wang; Yixuan Liao; Xiaoxin Chen 001; Junfeng Yao; Jinsong Su (CoRR, 2024)

Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation. - Suhang Wu; Jialong Tang; Baosong Yang; Ante Wang; Kaidi Jia; Jiawei Yu; Junfeng Yao; Jinsong Su (CoRR, 2024)

Hard-Synth: Synthesizing Diverse Hard Samples for ASR using Zero-Shot TTS and LLM. - Jiawei Yu; Yuang Li; Xiaosong Qiao; Huan Zhao; Xiaofeng Zhao; Wei Tang 013; Min Zhang 005; Hao Yang 006; Jinsong Su (CoRR, 2024)

"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities. - Jiawei Yu; Xiang Geng; Yuang Li; Mengxin Ren; Wei Tang 013; Jiahuan Li; Zhibin Lan; Min Zhang 042; Hao Yang 006; Shujian Huang; Jinsong Su (CoRR, 2024)

Modeling different effects of user and product attributes on review sentiment classification. - Changxing Wu; Liuwen Cao; Jiayu Chen; Yuanyun Wang; Jinsong Su (Appl. Intell., 2024)

Exploring iterative dual domain adaptation for neural machine translation. - Xin Liu 066; Jieli Zeng; Xiaoyue Wang; Zhihao Wang; Jinsong Su (Knowl. Based Syst., 2024)

Transformer-based network with temporal depthwise convolutions for sEMG recognition. - Zefeng Wang; Junfeng Yao; Meiyan Xu; Min Jiang 005; Jinsong Su (Pattern Recognit., 2024)

LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Dian Yu 001; Haitao Mi; Jinsong Su; Dong Yu 001 (AAAI, 2025)

AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity. - Zhibin Lan; Liqiang Niu; Fandong Meng; Wenbo Li; Jie Zhou 016; Jinsong Su (ACL (Findings), 2025)

Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study. - Yujie Lin; Ante Wang; Moye Chen; Jingyao Liu; Hao Liu; Jinsong Su; Xinyan Xiao (ACL (Findings), 2025)

Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. - Ante Wang; Linfeng Song; Ye Tian; Dian Yu 001; Haitao Mi; Xiangyu Duan; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (ACL (1), 2025)

Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models. - Suhang Wu; Jialong Tang; Chengyi Yang; Pei Zhang 011; Baosong Yang; Junhui Li; Junfeng Yao; Min Zhang 005; Jinsong Su (ACL (1), 2025)

Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss. - Liang Zhang; Ziyao Lu; Fandong Meng; Hui Li; Jie Zhou; Jinsong Su (ACL (1), 2025)

FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation. - Qinggang Zhang; Zhishang Xiang; Yilin Xiao; Le Wang; Junhui Li; Xinrun Wang; Jinsong Su (ACL (1), 2025)

A Self-Denoising Model for Robust Few-Shot Relation Extraction. - Liang Zhang; Yang Zhang; Ziyao Lu; Fandong Meng; Jie Zhou; Jinsong Su (ACL (1), 2025)

A Dual-Perspective Metaphor Detection Framework Using Large Language Models. - Yujie Lin; Jingyao Liu; Yan Gao; Ante Wang; Jinsong Su (ICASSP, 2025)

"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities. - Jiawei Yu; Xiang Geng; Yuang Li; Mengxin Ren; Wei Tang; Jiahuan Li; Zhibin Lan; Min Zhang; Hao Yang; Shujian Huang; Jinsong Su (ICASSP, 2025)

UniGenCoder: Merging SEQ2SEQ and SEQ2TREE Paradigms for Unified Code Generation. - Liangying Shao; Yanfu Yan; Denys Poshyvanyk; Jinsong Su (NIER@ICSE, 2025)

A simple yet effective self-debiasing framework for transformer models. - Xiaoyue Wang; Xin Liu; Lijie Wang; Suhang Wu; Jinsong Su; Hua Wu 003 (Artif. Intell., 2025)

Mitigating the negative impact of over-association for conversational query production. - Ante Wang; Linfeng Song; Zijun Min; Ge Xu; Xiaoli Wang 002; Junfeng Yao; Jinsong Su (Inf. Process. Manag., 2025)

Towards better text image machine translation with multimodal codebook and multi-stage training. - Zhibin Lan; Jiawei Yu; Shiyu Liu; Junfeng Yao; Degen Huang; Jinsong Su (Neural Networks, 2025)

TDAG: A multi-agent framework based on dynamic Task Decomposition and Agent Generation. - Yaoxiang Wang; Zhiyong Wu 003; Junfeng Yao; Jinsong Su (Neural Networks, 2025)

EpiCoder: Encompassing Diversity and Complexity in Code Generation. - Yaoxiang Wang; Haoling Li; Xin Zhang 099; Jie Wu; Xiao Liu 029; Wenxiang Hu; Zhongxin Guo; Yangyu Huang; Ying Xin; Yujiu Yang; Jinsong Su; Qi Chen 009; et al. (CoRR, 2025)

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning. - Zhibin Lan; Liqiang Niu; Fandong Meng; Jie Zhou 016; Jinsong Su (CoRR, 2025)

A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection. - Hui Li; Ante Wang; Kunquan Li; Zhihao Wang; Liang Zhang; Delai Qiu; Qingsong Liu; Jinsong Su (CoRR, 2025)

When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation. - Zhishang Xiang; Chuanjie Wu; Qinggang Zhang; Shengyuan Chen; Zijin Hong; Xiao Huang 001; Jinsong Su (CoRR, 2025)

Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration. - Ante Wang; Yujie Lin; Jingyao Liu; Suhang Wu; Hao Liu; Xinyan Xiao; Jinsong Su (CoRR, 2025)

Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion. - Qingguo Hu; Ante Wang; Jia Song; Delai Qiu; Qingsong Liu; Jinsong Su (CoRR, 2025)

Tool Graph Retriever: Exploring Dependency Graph-based Tool Retrieval for Large Language Models. - Linfeng Gao; Yaoxiang Wang; Minlong Peng; Jialong Tang; Yuzhe Shang; Mingming Sun; Jinsong Su (CoRR, 2025)

DocTER: Evaluating document-based knowledge editing. - Suhang Wu; Ante Wang; Minlong Peng; Yujie Lin; Wenbo Li; Mingming Sun; Jinsong Su (Inf. Process. Manag., 2026)