Publications

@conference{Zhang2022,

title = {Interpreting the Robustness of Neural NLP Models to Textual Perturbations},

author = {Yunxiang Zhang and Liangming Pan and Samson Tan and Min-Yen Kan},

url = {https://arxiv.org/abs/2110.07159v2},

year  = {2022},

date = {2022-05-22},

urldate = {2022-05-22},

booktitle = {60th Annual Meeting of the Association for Computational Linguistics (ACL) 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Aksu2022,

title = {N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking},

author = {Taha Aksu and Zhengyuan Liu and Min-Yen Kan and Nancy F. Chen},

url = {https://arxiv.org/abs/2103.00293},

year  = {2022},

date = {2022-05-22},

urldate = {2022-05-22},

booktitle = {60th Annual Meeting of the Association for Computational Linguistics (ACL) 2022},

journal = {60th Annual Meeting of the Association for Computational Linguistics (ACL) 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {So Different Yet So Alike! Constrained Unsupervised Text Style Transfer},

author = {Abhinav Ramesh Kashyap and Devamanyu Hazarika and Min-Yen Kan and Roger Zimmermann and Soujanya Poria},

url = {https://aclanthology.org/2022.acl-long.32/},

year  = {2022},

date = {2022-05-22},

urldate = {2022-05-22},

booktitle = {60th Annual Meeting of the Association for Computational Linguistics (ACL) 2022},

keywords = {Contrastive Learning, Controlled Generation, Style Transfer, unsupervised},

pubstate = {published},

tppubtype = {conference}

}

@conference{nokey,

title = {LinguisticsGL-CLEF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding},

author = {Libo Qin and Qiguang Chen and Tianbao Xie and Qixin Li and Jian-Guang Lou and Wanxiang Che and Min-Yen Kan},

url = {https://aclanthology.org/2022.acl-long.191/},

year  = {2022},

date = {2022-05-22},

urldate = {2022-05-22},

booktitle = {60th Annual Meeting of the Association for Computational Linguistics (ACL) 2022},

keywords = {Contrastive Learning, multilingual, Spoken Language Understanding},

pubstate = {published},

tppubtype = {conference}

}

@conference{Cao2022,

title = {KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base},

author = {Shulin Cao and Jiaxin Shi and Liangming Pan and Lunyiu Nie and Yutong Xiang and Lei Hou and Juanzi Li and Bin He and Hanwang Zhang},

url = {https://arxiv.org/pdf/2007.03875.pdf},

year  = {2022},

date = {2022-05-22},

urldate = {2022-05-22},

booktitle = {60th Annual Meeting of the Association for Computational Linguistics (ACL) 2022},

keywords = {Complex Question Answering, Dataset, Knowledge Base, Multi-hop QA, Question Answering},

pubstate = {published},

tppubtype = {conference}

}

@conference{Aksu2021b,

title = {Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation},

author = {Taha Aksu and Zhengyuan Liu and Min-Yen Kan and Nancy F. Chen },

url = {https://aclanthology.org/2021.sigdial-1.14/},

year  = {2021},

date = {2021-07-29},

urldate = {2021-07-29},

booktitle = {The 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2021)},

keywords = {Augmentation, Dialogue State Tracking, Domain Adaptation, Few-shot learning, Task-oriented Dialogues},

pubstate = {published},

tppubtype = {conference}

}

@conference{Pan2021,

title = {Unsupervised Multi-hop Question Answering by Question Generation},

author = {Liangming Pan and Wenhu Chen and Wenhan Xiong and Min-Yen Kan and William Yang Wang},

year  = {2021},

date = {2021-05-24},

booktitle = { Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)},

keywords = {Multi-hop QA, Multi-hop question generation, Question Generation, unsupervised},

pubstate = {published},

tppubtype = {conference}

}

@conference{Kashyap2021b,

title = {Domain Divergences: a Survey and Empirical Analysis},

author = {Abhinav Ramesh Kashyap and Devamanyu Hazarika and Min-Yen Kan and Roger Zimmermann},

year  = {2021},

date = {2021-05-24},

booktitle = { Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)},

keywords = {Analysis, Domain Adaptation, domain divergences, survey},

pubstate = {published},

tppubtype = {conference}

}

@conference{Tan2021,

title = {Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots},

author = {Samson Tan and Shafiq Joty},

year  = {2021},

date = {2021-05-24},

booktitle = { Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)},

keywords = {adversarial training, Code-mixing, multilingual, NLP, Polyglots},

pubstate = {published},

tppubtype = {conference}

}

@conference{Li2021,

title = {DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension},

author = {Jiaqi Li and Ming Liu and Zihao Zheng and Heng Zhang and Bing Qin and Min-Yen Kan and Ting Liu},

url = {https://arxiv.org/abs/2104.12377},

year  = {2021},

date = {2021-04-25},

booktitle = {International Joint Conference on Neural Networks (IJCNN 2021)},

keywords = {GNN, MRC, Multiparty Dialogues, Question Answering},

pubstate = {published},

tppubtype = {conference}

}

@conference{Xie2020,

title = {Exploring Question-Specific Rewards for Generating Deep Questions},

author = {Yuxi Xie and Liangming Pan and Dongzhe Wang and Min-Yen Kan and Yansong Feng},

url = {https://www.aclweb.org/anthology/2020.coling-main.228/},

year  = {2020},

date = {2020-12-10},

booktitle = {The 28th International Conference on Computational Linguistics (COLING 2020)},

keywords = {Question Generation, Reinforcement Learning},

pubstate = {published},

tppubtype = {conference}

}

@conference{Li2020,

title = {Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure},

author = {Jiaqi Li and Ming Liu and Min-Yen Kan and Zihao Zheng and Zekun Wang and Wenqiang Lei and Ting Liu and Bing Qin},

url = {https://arxiv.org/abs/2004.05080},

year  = {2020},

date = {2020-12-10},

booktitle = {The 28th International Conference on Computational Linguistics (COLING 2020)},

keywords = {Discourse Parsing, Multiparty Dialogues, Question Answering},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bhola2020,

title = {Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework},

author = {Akshay Bhola and Kishaloy Halder and Animesh Prasad and Min-Yen Kan},

url = {https://www.aclweb.org/anthology/2020.coling-main.513/},

year  = {2020},

date = {2020-12-10},

booktitle = {The 28th International Conference on Computational Linguistics (COLING 2020)},

keywords = {Multi-label Classification, Skill Retrieval},

pubstate = {published},

tppubtype = {conference}

}

@conference{samsonEMNLP20,

title = {Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding},

author = {Samson Tan and Shafiq Joty and Lav R. Varshney and Min-Yen Kan},

url = {https://arxiv.org/abs/2004.14870},

year  = {2020},

date = {2020-09-20},

booktitle = {The Conference on Empirical Methods in Natural Language Processing (EMNLP, 2020)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{hoangCIKM2020,

title = {FANG: Leveraging Social Context for Fake News Detection Using Graph Representation},

author = {Van-Hoang Nguyen and Kazunari Sugiyama and Preslav Nakov and Min-Yen Kan},

url = {https://arxiv.org/abs/2008.07939},

year  = {2020},

date = {2020-08-18},

booktitle = {The ACM International Conference on Information and Knowledge Management (CIKM 2020)},

keywords = {Fake News Detection, Social network analysis},

pubstate = {published},

tppubtype = {conference}

}

@conference{plmACMMM2020,

title = {Multi-modal Cooking Workflow Construction for Food Recipes},

author = {Liangming Pan and Jingjing Chen and Jianlong Wu and Shaoteng Liu and Chong-Wah Ngo and Min-Yen Kan and Yu-Gang Jiang and Tat-Seng Chua},

url = {https://arxiv.org/pdf/2008.09151.pdf},

year  = {2020},

date = {2020-08-01},

booktitle = {ACM Multimedia (ACM MM 2020)},

keywords = {Food, Multimedia},

pubstate = {published},

tppubtype = {conference}

}

@conference{samsonACL2020,

title = {It's Morphin'Time! Combating Linguistic Discrimination with Inflectional Perturbations},

author = {Samson Tan and Shafiq Joty and Min-Yen Kan and Richard Socher},

url = {https://arxiv.org/pdf/2005.04364.pdf},

year  = {2020},

date = {2020-07-07},

booktitle = {The 58th Annual Meeting of the Association for Computational Linguistics (ACL, 2020)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{yixinACL2020,

title = {Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen},

author = {Yixin Caoa and Ruihao Shui and Liangming Pan and Min-Yen Kan and Zhiyuan Liu and Tat-Seng Chua},

url = {https://arxiv.org/pdf/2005.00701.pdf},

year  = {2020},

date = {2020-07-06},

booktitle = {The 58th Annual Meeting of the Association for Computational Linguistics (ACL, 2020)},

keywords = {Style Transfer},

pubstate = {published},

tppubtype = {conference}

}

@conference{plmqgACL2020,

title = {Semantic Graphs for Generating Deep Questions},

author = {Liangming Pan and Yuxi Xie and Yansong Feng and Tat-Seng Chua and Min-Yen Kan},

url = {https://arxiv.org/pdf/2004.12704.pdf},

year  = {2020},

date = {2020-07-05},

booktitle = {The 58th Annual Meeting of the Association for Computational Linguistics (ACL, 2020)},

keywords = {Question Generation},

pubstate = {published},

tppubtype = {conference}

}

@conference{plmAAAI2020,

title = {Zero-shot Ingredient Recognition by Multi-Relational Graph Convolutional Network},

author = {Jingjing Chen and Liangming Pan and Zhipeng Wei and Xiang Wang and Chong-Wah Ngo and Tat-Seng Chua},

url = {http://www.liangmingpan.com/files/publications/AAAI20_Paper.pdf},

year  = {2020},

date = {2020-02-07},

booktitle = {The 34th AAAI Conference on Artificial Intelligence (AAAI 2020)},

keywords = {Food, GCN, Zero-shot},

pubstate = {published},

tppubtype = {conference}

}

@conference{wqlWSDM2020,

title = {Estimation-action-reflection: Towards deep interaction between conversational and recommender systems},

author = {Wenqiang Lei and Xiangnan He and Yisong Miao, and Qingyun Wu and Richang Hong and Min-Yen Kan and Tat-Seng Chua},

url = {https://dl.acm.org/doi/pdf/10.1145/3336191.3371769},

year  = {2020},

date = {2020-02-01},

booktitle = {The 13th International Conference on Web Search and Data Mining (WSDM 2020)},

keywords = {dialogue system, Recommendation Systems},

pubstate = {published},

tppubtype = {conference}

}

@conference{prasadicdar2019,

title = {Versatile Layout Understanding via Conjugate Graph},

author = {Animesh Prasad and Hervé Déjean and Jean-Luc Meunier},

url = {/wp-content/uploads/2019/07/Versatile_Layout_Understanding_via_Conjugate_Graph-compressed.pdf},

year  = {2019},

date = {2019-06-30},

booktitle = {15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019},

publisher = {IEEE},

keywords = {Document Analysis},

pubstate = {published},

tppubtype = {conference}

}

@conference{prasadglocal2019,

title = {Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction},

author = {Animesh Prasad and Min-Yen Kan},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/glocal.pdf},

year  = {2019},

date = {2019-06-02},

booktitle = {Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019)},

volume = {1},

pages = {1837-1846},

publisher = {Association for Computational Linguistics},

keywords = {Deep Learning, Keyphrase, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{kishaloyhelpful2019,

title = {Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture},

author = {Halder, Kishaloy and Kan, Min-Yen and Sugiyama, Kazunari},

url = {https://www.comp.nus.edu.sg/~kishaloy/pdfs/naacl19.pdf},

year  = {2019},

date = {2019-06-02},

booktitle = {Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019)},

volume = {1},

pages = {3148-3157},

publisher = {Association for Computational Linguistics},

keywords = {Document Analysis, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{animeshchairvise2019,

title = {ChairVisE: An analytic lens for conference submission data},

author = {Animesh Prasad and Saumya Ahuja and Shenhao Jiang and Bimlesh Wadhwa and Min-Yen Kan},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/chairvise.pdf},

year  = {2019},

date = {2019-06-01},

booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2019)},

publisher = {IEEE Press},

keywords = {Bibliometrics, Digital Libraries},

pubstate = {published},

tppubtype = {conference}

}

@conference{su2019,

title = {Neural Multi-Task Learning for Citation Function and Provenance},

author = { Xuan Su and Animesh Prasad and Min-Yen Kan and Kazunari Sugiyama},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/citfuncnprov.pdf},

year  = {2019},

date = {2019-06-01},

booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2019)},

publisher = {IEEE Press},

keywords = {Citation, Digital Libraries, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{jin2018,

title = {Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation},

author = {Jin, Xisen and Lei, Wenqiang and Ren, Zhaochun and Chen, Hongshen and Liang, Shangsong and

Zhao Yihong and Yin, Dawei},

url = {https://arxiv.org/pdf/1808.10596.pdf},

doi = {10.1145/3269206.3271683},

isbn = {978-1-4503-6014-2},

year  = {2018},

date = {2018-10-22},

booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management},

pages = {1403-1412},

publisher = {ACM New York, NY, USA},

keywords = {Deep Learning, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{An2018,

title = {MUIR: Cross-Linking MOOC Resources to Enhance Discussion Forums},

author = {Ya-Hui An and Chandresekaran, Muthu Kumar and Kan, Min-Yen and Yan Fu},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/muir-framework-cross.pdf},

year  = {2018},

date = {2018-09-10},

booktitle = {Proceedings of the 22nd International Conference on Theory and Practice of Digital Libraries (TPDL 2018)},

keywords = {Digital Libraries, Educational Technology, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_220,

title = {Identifying Emergent Research Trends by Key Authors and Phrases},

author = {Shenhao Jiang and Animesh Prasad and Min-Yen Kan and Kazunari Sugiyama},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/identifying-emergent-research.pdf},

year  = {2018},

date = {2018-08-20},

booktitle = {Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018)},

address = {Santa Fe, New Mexico, USA},

keywords = {Digital Libraries, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{plm2018CCKS,

title = {Predicting Concept-based Research Trends with Rhetorical Framing},

author = {Jifan Yu and Liangming Pan and Juanzi Li and Xiaoping Du},

url = {http://www.liangmingpan.com/files/publications/CCKS18_Paper.pdf},

year  = {2018},

date = {2018-08-01},

booktitle = {The 3th China Conference on Knowledge Graph and Semantic Computing (CCKS 2018)},

keywords = {Scholarly},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chandrasekaran2018b,

title = {Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018)},

author = {Muthu Kumar Chandrasekaran, Kokil Jaidka and Philipp Mayr},

url = {http://wing.comp.nus.edu.sg/~birndl-sigir2018/},

doi = {10.1145/3209978.3210194},

isbn = {978-1-4503-5657-2},

year  = {2018},

date = {2018-07-08},

booktitle = {Proceeding of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval},

pages = {1415-1418},

publisher = {ACM},

keywords = {Bibliometrics, Digital Libraries, Information Retrieval, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_220f,

title = {Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures},

author = {Wenqiang Lei and Xisen Jin and Min-Yen Kan and Zhaochun Ren and Xiangnan He and Dawei Yin},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/acl18-sequicity.pdf},

year  = {2018},

date = {2018-07-01},

booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018)},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{b_220d,

title = {Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution},

author = {Wenqiang Lei and Yuanxin Xiang and Yuwei Wang and Qian Zhong and Meichun Liu and Min-Yen Kan},

url = {https://www.comp.nus.edu.sg/~kanmy/papers/linguistic-properties-matter.pdf},

year  = {2018},

date = {2018-02-01},

booktitle = {Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI-'18)},

address = {New Orleans, USA},

keywords = {Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}

@conference{plmIJCNLP2017,

title = {Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation},

author = {Liangming Pan and Xiaochen Wang and Chengjiang Li and Juanzi Li and Jie Tang},

url = {http://www.liangmingpan.com/files/publications/IJCNLP17_Paper.pdf},

year  = {2017},

date = {2017-11-01},

booktitle = {The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)},

keywords = {MOOC},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chandrasekaran2017,

title = {Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017)},

author = {Muthu Kumar Chandrasekaran and Kokil Jaidka and Philipp Mayr},

url = {http://wing.comp.nus.edu.sg/~birndl-sigir2017/},

doi = {10.1145/3077136.3084370},

isbn = {978-1-4503-5022-8},

year  = {2017},

date = {2017-08-07},

booktitle = {Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '17)},

pages = {1421-1422},

publisher = {ACM},

keywords = {Bibliometrics, Digital Libraries, Information Retrieval, Natural Language Processing},

pubstate = {published},

tppubtype = {conference}

}