Cross Language Dependency Parsing using a Bilingual Lexicon. - Hai Zhao; Yan Song 003; Chunyu Kit; Guodong Zhou (ACL/IJCNLP, 2009)

Transliteration of Name Entity via Improved Statistical Translation on Character Sequences. - Yan Song 003; Chunyu Kit; Xiao Chen (NEWS@IJCNLP, 2009)

Reranking with Multiple Features for Better Transliteration. - Yan Song 003; Chunyu Kit; Hai Zhao (NEWS@ACL, 2010)

Does joint decoding really outperform cascade processing in English-to-Chinese transliteration generation? The role of syllabification. - Yan Song 003; Chunyu Kit (ICMLC, 2010)

How Large a Corpus Do We Need: Statistical Method Versus Rule-based Method. - Hai Zhao; Yan Song 003; Chunyu Kit (LREC, 2010)

Entropy-based Training Data Selection for Domain Adaptation. - Yan Song 003; Prescott Klassen; Fei Xia 004; Chunyu Kit (COLING (Posters), 2012)

Using a Goodness Measurement for Domain Adaptation: A Case Study on Chinese Word Segmentation. - Yan Song 003; Fei Xia 004 (LREC, 2012)

Non-Monotonic Sentence Alignment via Semisupervised Learning. - Xiaojun Quan; Chunyu Kit; Yan Song 003 (ACL (1), 2013)

A Common Case of Jekyll and Hyde: The Synergistic Effect of Using Divided Source Training Data for Feature Augmentation. - Yan Song 003; Fei Xia 004 (IJCNLP, 2013)

Modern Chinese Helps Archaic Chinese Processing: Finding and Exploiting the Shared Properties. - Yan Song 003; Fei Xia 004 (LREC, 2014)

Learning Word Representations with Regularization from Prior Knowledge. - Yan Song 003; Chia-Jung Lee; Fei Xia 004 (CoNLL, 2017)

hyperdoc2vec: Distributed Representations of Hypertext Documents. - Jialong Han; Yan Song 003; Wayne Xin Zhao; Shuming Shi 001; Haisong Zhang (ACL (1), 2018)

Domain Adaptation for Disease Phrase Matching with Adversarial Networks. - Miaofeng Liu; Jialong Han; Haisong Zhang; Yan Song 003 (BioNLP, 2018)

Coding Structures and Actions with the COSTA Scheme in Medical Conversations. - Nan Wang; Yan Song 003; Fei Xia 004 (BioNLP, 2018)

Iterative Document Representation Learning Towards Summarization with Polishing. - Xiuying Chen; Shen Gao; Chongyang Tao; Yan Song 003; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. - Juntao Li; Yan Song 003; Haisong Zhang; Dongmin Chen; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check. - Dingmin Wang; Yan Song 003; Jing Li 049; Jialong Han; Haisong Zhang (EMNLP, 2018)

Topic Memory Networks for Short Text Classification. - Jichuan Zeng; Jing Li 049; Yan Song 003; Cuiyun Gao 001; Michael R. Lyu; Irwin King (EMNLP, 2018)

Complementary Learning of Word Embeddings. - Yan Song 003; Shuming Shi 001 (IJCAI, 2018)

Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks. - Yan Song 003; Shuming Shi 001; Jing Li 049 (IJCAI, 2018)

Constructing a Chinese Medical Conversation Corpus Annotated with Conversational Structures and Actions. - Nan Wang; Yan Song 003; Fei Xia 004 (LREC, 2018)

Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings. - Yan Song 003; Shuming Shi 001; Jing Li 049; Haisong Zhang (NAACL-HLT (2), 2018)

Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts. - Yingyi Zhang; Jing Li 049; Yan Song 003; Chengzhi Zhang (NAACL-HLT, 2018)

When Less Is More: Using Less Context Information to Generate Better Utterances in Group Conversations. - Haisong Zhang; Zhangming Chan; Yan Song 003; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2018)

A Joint Model of Conversational Discourse and Latent Topics on Microblogs. - Jing Li 049; Yan Song 003; Zhongyu Wei; Kam-Fai Wong (Comput. Linguistics, 2018)

A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems. - Jing Li 049; Yan Song 003; Haisong Zhang; Shuming Shi 001 (CoRR, 2018)

Reinforced Training Data Selection for Domain Adaptation. - Miaofeng Liu; Yan Song 003; Hongbin Zou; Tong Zhang 001 (ACL (1), 2019)

Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. - Kun Xu 005; Liwei Wang 009; Mo Yu; Yansong Feng 002; Yan Song 003; Zhiguo Wang; Dong Yu 001 (ACL (1), 2019)

Knowledge-aware Pronoun Coreference Resolution. - Hongming Zhang 009; Yan Song 003; Yangqiu Song; Dong Yu 001 (ACL (1), 2019)

ChiMed: A Chinese Medical Corpus for Question Answering. - Yuanhe Tian; Weicheng Ma; Fei Xia 004; Yan Song 003 (BioNLP@ACL, 2019)

WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference. - Zhaofeng Wu; Yan Song 003; Sicong Huang 003; Yuanhe Tian; Fei Xia 004 (BioNLP@ACL, 2019)

Reading Like HER: Human Reading Inspired Extractive Summarization. - Ling Luo; Xiang Ao 001; Yan Song 003; Feiyang Pan; Min Yang 007; Qing He 003 (EMNLP/IJCNLP (1), 2019)

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues. - Xintong Yu; Hongming Zhang 009; Yangqiu Song; Yan Song 003; Changshui Zhang (EMNLP/IJCNLP (1), 2019)

Multiplex Word Embeddings for Selectional Preference Acquisition. - Hongming Zhang 009; Jiaxin Bai; Yan Song 003; Kun Xu 005; Changlong Yu; Yangqiu Song; Wilfred Ng; Dong Yu 001 (EMNLP/IJCNLP (1), 2019)

Unsupervised Neural Aspect Extraction with Sememes. - Ling Luo; Xiang Ao 001; Yan Song 003; Jinyao Li; Xiaopeng Yang; Qing He 003; Dong Yu 001 (IJCAI, 2019)

Incorporating Context and External Knowledge for Pronoun Coreference Resolution. - Hongming Zhang 009; Yan Song 003; Yangqiu Song (NAACL-HLT (1), 2019)

Learning Word Embeddings with Domain Awareness. - Guoyin Wang 002; Yan Song 003; Yue Zhang 004; Dong Yu 001 (CoRR, 2019)

Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. - Kun Xu 005; Linfeng Song; Yansong Feng 002; Yan Song 003; Dong Yu 001 (AAAI, 2020)

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation. - Kun Li 003; Chengbo Chen; Xiaojun Quan; Qing Ling; Yan Song 003 (ACL, 2020)

Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge. - Yuanhe Tian; Yan Song 003; Xiang Ao 001; Fei Xia 004; Xiaojun Quan; Tong Zhang 001; Yonggang Wang (ACL, 2020)

Improving Chinese Word Segmentation with Wordhood Memory Networks. - Yuanhe Tian; Yan Song 003; Fei Xia 004; Tong Zhang 001; Yonggang Wang (ACL, 2020)

Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks. - Guimin Chen; Yuanhe Tian; Yan Song 003 (COLING, 2020)

Meet Changes with Constancy: Learning Invariance in Multi-Source Translation. - Jianfeng Liu; Ling Luo; Xiang Ao 001; Yan Song 003; Haoran Xu; Jian Ye (COLING, 2020)

Summarizing Medical Conversations via Identifying Important Utterances. - Yan Song 003; Yuanhe Tian; Nan Wang; Fei Xia 004 (COLING, 2020)

Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (COLING, 2020)

Generating Radiology Reports via Memory-driven Transformer. - Zhihong Chen; Yan Song 003; Tsung-Hui Chang; Xiang Wan (EMNLP (1), 2020)

ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. - Shizhe Diao; Jiaxin Bai; Yan Song 003; Tong Zhang 001; Yonggang Wang (EMNLP (Findings), 2020)

Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information. - Yuyang Nie; Yuanhe Tian; Yan Song 003; Xiang Ao 001; Xiang Wan (EMNLP (Findings), 2020)

Named Entity Recognition for Social Media Texts with Semantic Augmentation. - Yuyang Nie; Yuanhe Tian; Xiang Wan; Yan Song 003; Bo Dai 006 (EMNLP (1), 2020)

Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (EMNLP (1), 2020)

Improving Constituency Parsing with Span Attention. - Yuanhe Tian; Yan Song 003; Fei Xia 004; Tong Zhang 001 (EMNLP (Findings), 2020)

Improving biomedical named entity recognition with syntactic information. - Yuanhe Tian; Wang Shen; Yan Song 003; Fei Xia 004; Min He; Kenli Li 001 (BMC Bioinform., 2020)

Cross-modal Memory Networks for Radiology Report Generation. - Zhihong Chen; Yaling Shen; Yan Song 003; Xiang Wan (ACL/IJCNLP (1), 2021)

Relation Extraction with Type-aware Map Memories of Word Dependencies. - Guimin Chen; Yuanhe Tian; Yan Song 003; Xiang Wan (ACL/IJCNLP (Findings), 2021)

TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation. - Shizhe Diao; Xinwei Shen 002; Kashun Shum; Yan Song 003; Tong Zhang 001 (ACL/IJCNLP (Findings), 2021)

Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation. - Shizhe Diao; Ruijia Xu; Hongjin Su; Yilei Jiang; Yan Song 003; Tong Zhang 001 (ACL/IJCNLP (1), 2021)

Word Graph Guided Summarization for Radiology Findings. - Jinpeng Hu; Jianling Li; Zhihong Chen; Yaling Shen; Yan Song 003; Xiang Wan; Tsung-Hui Chang (ACL/IJCNLP (Findings), 2021)

Improving Arabic Diacritization with Regularized Decoding and Adversarial Training. - Han Qin; Guimin Chen; Yuanhe Tian; Yan Song 003 (ACL/IJCNLP (2), 2021)

Federated Chinese Word Segmentation with Global Character Associations. - Yuanhe Tian; Guimin Chen; Han Qin; Yan Song 003 (ACL/IJCNLP (Findings), 2021)

Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks. - Yuanhe Tian; Guimin Chen; Yan Song 003; Xiang Wan (ACL/IJCNLP (1), 2021)

Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts. - Yang Liu 258; Yuanhe Tian; Tsung-Hui Chang; Song Wu; Xiang Wan; Yan Song 003 (BioNLP@NAACL-HLT, 2021)

Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network. - Chi Xu; Hao Feng; Guoxin Yu; Min Yang 007; Xiting Wang; Yan Song 003; Xiang Ao 001 (DASFAA (2), 2021)

Enhancing Aspect-level Sentiment Analysis with Word Dependencies. - Yuanhe Tian; Guimin Chen; Yan Song 003 (EACL, 2021)

Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories. - Han Qin; Guimin Chen; Yuanhe Tian; Yan Song 003 (EMNLP (1), 2021)

Relation Extraction with Word Graphs from N-grams. - Han Qin; Yuanhe Tian; Yan Song 003 (EMNLP (1), 2021)

Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble. - Yuanhe Tian; Guimin Chen; Yan Song 003 (NAACL-HLT, 2021)

ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders. - Yan Song 003; Tong Zhang 001; Yonggang Wang; Kai-Fu Lee (CoRR, 2021)

Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View. - Shuang Li 002; Lu Wang 008; Xinyun Chen; Yixiang Fang; Yan Song 003 (CoRR, 2021)

A Note on General Statistics of Publicly Accessible Knowledge Bases. - Feixiang Wang; Yixiang Fang; Yan Song 003; Shuang Li 002; Xinyun Chen (CoRR, 2021)

Reinforced Cross-modal Alignment for Radiology Report Generation. - Han Qin; Yan Song 003 (ACL (Findings), 2022)

Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (ACL (Findings), 2022)

Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing. - Yuanhe Tian; Yan Song 003; Fei Xia 004 (COLING, 2022)

Combinatory Grammar Tells Underlying Relevance among Entities. - Yuanhe Tian; Yan Song 003 (EMNLP (Findings), 2022)

Improving English-Arabic Transliteration with Phonemic Memories. - Yuanhe Tian; Renze Lou; Xiangyu Pang; Lianxi Wang 001; Shengyi Jiang; Yan Song 003 (EMNLP (Findings), 2022)

Enhancing Relation Extraction via Adversarial Multi-task Learning. - Han Qin; Yuanhe Tian; Yan Song 003 (LREC, 2022)

Complementary Learning of Aspect Terms for Aspect-based Sentiment Analysis. - Han Qin; Yuanhe Tian; Fei Xia 004; Yan Song 003 (LREC, 2022)

ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term Recognition. - Yuanhe Tian; Han Qin; Fei Xia 004; Yan Song 003 (LREC, 2022)

Syntax-driven Approach for Semantic Role Labeling. - Yuanhe Tian; Han Qin; Fei Xia 004; Yan Song 003 (LREC, 2022)

Hashtag-Guided Low-Resource Tweet Classification. - Shizhe Diao; Sedrick Scott Keh; Liangming Pan; Zhiliang Tian; Yan Song 003; Tong Zhang 001 (WWW, 2023)

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models. - Xue Yan; Yan Song 003; Xinyu Cui; Filippos Christianos; Haifeng Zhang 002; David Henry Mguni; Jun Wang 012 (CoRR, 2023)

TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-agent Reinforcement Learning. - Qirui Mi; Siyu Xia; Yan Song 003; Haifeng Zhang 002; Shenghao Zhu; Jun Wang 012 (AAMAS, 2024)

Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: The Past, Present, and Future. - Yan Song 003; He Jiang; Haifeng Zhang 002; Zheng Tian 002; Weinan Zhang 001; Jun Wang 012 (AAMAS, 2024)

Diffusion Networks with Task-Specific Noise Control for Radiology Report Generation. - Yuanhe Tian; Fei Xia 004; Yan Song 003 (ACM Multimedia, 2024)

Learning Macroeconomic Policies based on Microfoundations: A Stackelberg Mean Field Game Approach. - Qirui Mi; Zhiyu Zhao; Siyu Xia; Yan Song 003; Jun Wang 012; Haifeng Zhang 002 (CoRR, 2024)

Efficient Reinforcement Learning with Large Language Model Priors. - Xue Yan; Yan Song 003; Xidong Feng; Mengyue Yang; Haifeng Zhang 002; Haitham Bou-Ammar; Jun Wang 012 (CoRR, 2024)

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models. - Jun Wang 012; Meng Fang; Ziyu Wan; Muning Wen; Jiachen Zhu 001; Anjie Liu; Ziqin Gong; Yan Song 003; Lei Chen 002; Lionel M. Ni; Linyi Yang; Ying Wen 001; et al. (CoRR, 2024)

An Empirical Study on Google Research Football Multi-agent Scenarios. - Yan Song 003; He Jiang; Zheng Tian 002; Haifeng Zhang 002; Yingping Zhang; Jiangcheng Zhu; Zonghong Dai; Weinan Zhang 001; Jun Wang 012 (Mach. Intell. Res., 2024)

ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning. - Shulin Huang; Linyi Yang; Yan Song 003; Shuang Chen; Leyang Cui; Ziyu Wan; Qingcheng Zeng; Ying Wen 001; Kun Shao; Weinan Zhang 001; Jun Wang 012; Yue Zhang 004 (CoRR, 2025)

ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning. - Ziyu Wan; Yunxiang Li; Yan Song 003; Hanjing Wang; Linyi Yang; Mark Schmidt 001; Jun Wang 012; Weinan Zhang 001; Shuyue Hu; Ying Wen 001 (CoRR, 2025)