NLPExplorer

Philip S Yu

Number of Papers:- 54

Number of Citations:- 0

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

I

NAACL

NLP4ConvAI

SIGDIAL

L

P

COLING

s

EMNLP

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Findings

SemEval

C

g

A

d

ACL

EACL

i

IJCNLP

*SEM

AACL

J

N

F

n

Co-Authors:-

Alejandro Jaimes

Asterios Katsifodimos

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kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL

Wenting Zhao | Ye Liu | Yao Wan | Yibo Wang | Qingyang Wu | Zhongfen Deng | Jiangshu Du | Shuaiqi Liu | Yunlong Xu | Philip Yu |

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text F i n d i n g s - N A A C L

Wenting Zhao | Ye Liu | Tong Niu | Yao Wan | Philip Yu | Shafiq Joty | Yingbo Zhou | Semih Yavuz |

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions F i n d i n g s - A C L

Xuming Hu | Xiaochuan Li | Junzhe Chen | Yinghui Li | Yangning Li | Xiaoguang Li | Yasheng Wang | Qun Liu | Lijie Wen | Philip Yu | Zhijiang Guo |

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction F i n d i n g s - A C L

Henry Zou | Vinay Samuel | Yue Zhou | Weizhi Zhang | Liancheng Fang | Zihe Song | Philip Yu | Cornelia Caragea |

Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products F i n d i n g s - A C L

Tao Zhang | Chenwei Zhang | Xian Li | Jingbo Shang | Hoang Nguyen | Philip Yu |

DA3: A Distribution-Aware Adversarial Attack against Language Models EMNLP

Yibo Wang | Xiangjue Dong | James Caverlee | Philip S. Yu |

MarkLLM: An Open-Source Toolkit for LLM Watermarking EMNLP

Leyi Pan | Aiwei Liu | Zhiwei He | Zitian Gao | Xuandong Zhao | Yijian Lu | Binglin Zhou | Shuliang Liu | Xuming Hu | Lijie Wen | Irwin King | Philip S. Yu |

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP

Jiangshu Du | Yibo Wang | Wenting Zhao | Zhongfen Deng | Shuaiqi Liu | Renze Lou | Henry Peng Zou | Pranav Narayanan Venkit | Nan Zhang | Mukund Srinath | Haoran Ranran Zhang | Vipul Gupta | Yinghui Li | Tao Li | Fei Wang | Qin Liu | Tianlin Liu | Pengzhi Gao | Congying Xia | Chen Xing | Cheng Jiayang | Zhaowei Wang | Ying Su | Raj Sanjay Shah | Ruohao Guo | Jing Gu | Haoran Li | Kangda Wei | Zihao Wang | Lu Cheng | Surangika Ranathunga | Meng Fang | Jie Fu | Fei Liu | Ruihong Huang | Eduardo Blanco | Yixin Cao | Rui Zhang | Philip S. Yu | Wenpeng Yin |

Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning SIGDIAL

Hoang Nguyen | Chenwei Zhang | Ye Liu | Philip Yu |

AMR-based Network for Aspect-based Sentiment Analysis ACL

Fukun Ma | Xuming Hu | Aiwei Liu | Yawen Yang | Shuang Li | Philip S. Yu | Lijie Wen |

Enhancing Cross-lingual Transfer via Phonemic Transcription Integration F i n d i n g s - A C L

Hoang Nguyen | Chenwei Zhang | Tao Zhang | Eugene Rohrbaugh | Philip Yu |

All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm IJCNLP AACL

Jiangshu Du | Congying Xia | Wenpeng Yin | Tingting Liang | Philip Yu |

Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer F i n d i n g s - A C L

Shuang Li | Xuming Hu | Aiwei Liu | Yawen Yang | Fukun Ma | Philip S. Yu | Lijie Wen |

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP

Hoang Nguyen | Ye Liu | Chenwei Zhang | Tao Zhang | Philip Yu |

Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach F i n d i n g s - I J C N L P

Yibo Wang | Wenting Zhao | Yao Wan | Zhongfen Deng | Philip Yu |

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks F i n d i n g s - A C L

Xuming Hu | Aiwei Liu | Zeqi Tan | Xin Zhang | Chenwei Zhang | Irwin King | Philip S. Yu |

Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables F i n d i n g s - I J C N L P

Wenting Zhao | Ye Liu | Yao Wan | Yibo Wang | Zhongfen Deng | Philip S. Yu |

Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis ACL

Xuming Hu | Zhijiang Guo | Zhiyang Teng | Irwin King | Philip S. Yu |

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks F i n d i n g s - A C L

Xuming Hu | Yong Jiang | Aiwei Liu | Zhongqiang Huang | Pengjun Xie | Fei Huang | Lijie Wen | Philip S. Yu |

Automatic Table Union Search with Tabular Representation Learning F i n d i n g s - A C L

Xuming Hu | Shen Wang | Xiao Qin | Chuan Lei | Zhengyuan Shen | Christos Faloutsos | Asterios Katsifodimos | George Karypis | Lijie Wen | Philip S. Yu |

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL NLP4ConvAI

Jianguo Zhang | Kazuma Hashimoto | Yao Wan | Zhiwei Liu | Ye Liu | Caiming Xiong | Philip Yu |

XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction Findings NAACL

Yuwei Cao | William Groves | Tanay Kumar Saha | Joel Tetreault | Alejandro Jaimes | Hao Peng | Philip Yu |

CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking NAACL

Xuming Hu | Zhijiang Guo | GuanYu Wu | Aiwei Liu | Lijie Wen | Philip Yu |

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL

Shuliang Liu | Xuming Hu | Chenwei Zhang | Shu’ang Li | Lijie Wen | Philip Yu |

Scene Graph Modification as Incremental Structure Expanding COLING

Xuming Hu | Zhijiang Guo | Yu Fu | Lijie Wen | Philip S. Yu |

Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation EACL

Ye Liu | Yao Wan | Jianguo Zhang | Wenting Zhao | Philip Yu |

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL

Zhongfen Deng | Hao Peng | Dongxiao He | Jianxin Li | Philip Yu |

Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL

Congying Xia | Wenpeng Yin | Yihao Feng | Philip Yu |

HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP

Ye Liu | Jianguo Zhang | Yao Wan | Congying Xia | Lifang He | Philip Yu |

Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP Findings

Ye Liu | Kazuma Hashimoto | Yingbo Zhou | Semih Yavuz | Caiming Xiong | Philip Yu |

Semi-supervised Relation Extraction via Incremental Meta Self-Training EMNLP Findings

Xuming Hu | Chenwei Zhang | Fukun Ma | Chenyao Liu | Lijie Wen | Philip S. Yu |

Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP

Xuming Hu | Chenwei Zhang | Yawen Yang | Xiaohe Li | Li Lin | Lijie Wen | Philip S. Yu |

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP

Jianguo Zhang | Trung Bui | Seunghyun Yoon | Xiang Chen | Zhiwei Liu | Congying Xia | Quan Hung Tran | Walter Chang | Philip Yu |

Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots EMNLP Findings

Wenting Zhao | Ye Liu | Yao Wan | Philip Yu |

PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition EMNLP

Tao Zhang | Congying Xia | Philip S. Yu | Zhiwei Liu | Shu Zhao |

Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks COLING

Lichao Sun | Congying Xia | Wenpeng Yin | Tingting Liang | Philip Yu | Lifang He |

User Memory Reasoning for Conversational Recommendation COLING

Hu Xu | Seungwhan Moon | Honglei Liu | Bing Liu | Pararth Shah | Bing Liu | Philip Yu |

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking *SEM COLING SemEval

Jianguo Zhang | Kazuma Hashimoto | Chien-Sheng Wu | Yao Wang | Philip Yu | Richard Socher | Caiming Xiong |

Improving Medical NLI Using Context-Aware Domain Knowledge *SEM COLING SemEval

Shaika Chowdhury | Philip Yu | Yuan Luo |

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation COLING

Zhongfen Deng | Hao Peng | Congying Xia | Jianxin Li | Lifang He | Philip Yu |

MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing COLING

Tao Zhang | Congying Xia | Chun-Ta Lu | Philip Yu |

Understanding Pre-trained BERT for Aspect-based Sentiment Analysis COLING

Hu Xu | Lei Shu | Philip Yu | Bing Liu |

Commonsense Evidence Generation and Injection in Reading Comprehension SIGDIAL

Ye Liu | Tao Yang | Zeyu You | Wei Fan | Philip S. Yu |

SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP

Xuming Hu | Lijie Wen | Yusong Xu | Chenwei Zhang | Philip Yu |

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP

Jianguo Zhang | Kazuma Hashimoto | Wenhao Liu | Chien-Sheng Wu | Yao Wan | Philip Yu | Richard Socher | Caiming Xiong |

DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP Findings

Hu Xu | Bing Liu | Lei Shu | Philip Yu |

Composed Variational Natural Language Generation for Few-shot Intents EMNLP Findings

Congying Xia | Caiming Xiong | Philip Yu | Richard Socher |

Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP Findings

Hoang Nguyen | Chenwei Zhang | Congying Xia | Philip Yu |

BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis NAACL

Hu Xu | Bing Liu | Lei Shu | Philip Yu |

Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce NAACL

Jianguo Zhang | Pengcheng Zou | Zhao Li | Yao Wan | Xiuming Pan | Yu Gong | Philip S. Yu |

Multi-grained Named Entity Recognition ACL

Congying Xia | Chenwei Zhang | Tao Yang | Yaliang Li | Nan Du | Xian Wu | Wei Fan | Fenglong Ma | Philip Yu |

Joint Slot Filling and Intent Detection via Capsule Neural Networks ACL

Chenwei Zhang | Yaliang Li | Nan Du | Wei Fan | Philip Yu |

Zero-shot User Intent Detection via Capsule Neural Networks EMNLP

Congying Xia | Chenwei Zhang | Xiaohui Yan | Yi Chang | Philip Yu |

Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction ACL

Hu Xu | Bing Liu | Lei Shu | Philip S. Yu |

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