NLPExplorer

Tianyu Liu

Number of Papers:- 53

Number of Citations:- 11

First ACL Paper:- 2016

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

L

P

COLING

s

EMNLP

-

Findings

E

C

M

LREC

g

A

d

ACL

RepL4NLP

i

IJCNLP

N

F

n

Co-Authors:-

Similar Authors:-

Kaustubh Kulkarni

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding F i n d i n g s - A C L

Heming Xia | Zhe Yang | Qingxiu Dong | Peiyi Wang | Yongqi Li | Tao Ge | Tianyu Liu | Wenjie Li | Zhifang Sui |

DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL

Zefan Cai | Xin Zheng | Tianyu Liu | Haoran Meng | Jiaqi Han | Gang Yuan | Binghuai Lin | Baobao Chang | Yunbo Cao |

Large Language Models are not Fair Evaluators ACL

Peiyi Wang | Lei Li | Liang Chen | Zefan Cai | Dawei Zhu | Binghuai Lin | Yunbo Cao | Lingpeng Kong | Qi Liu | Tianyu Liu | Zhifang Sui |

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain F i n d i n g s - A C L

Liang Chen | Yichi Zhang | Shuhuai Ren | Haozhe Zhao | Zefan Cai | Yuchi Wang | Peiyi Wang | Xiangdi Meng | Tianyu Liu | Baobao Chang |

Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens F i n d i n g s - E M N L P

Weiyao Luo | Suncong Zheng | Heming Xia | Weikang Wang | Yan Lei | Tianyu Liu | Shuang Chen | Zhifang Sui |

Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? EMNLP

Zhe Yang | Yichang Zhang | Tianyu Liu | Jian Yang | Junyang Lin | Chang Zhou | Zhifang Sui |

Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research F i n d i n g s - E M N L P

Tianyu Liu | Yijia Xiao | Xiao Luo | Hua Xu | Wenjin Zheng | Hongyu Zhao |

Efficiently Computing Susceptibility to Context in Language Models F i n d i n g s - E M N L P

Tianyu Liu | Kevin Du | Mrinmaya Sachan | Ryan Cotterell |

A Probability–Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors EMNLP

Naaman Tan | Josef Valvoda | Tianyu Liu | Anej Svete | Yanxia Qin | Min-Yen Kan | Ryan Cotterell |

Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective EMNLP

Tianyu Liu | Afra Amini | Mrinmaya Sachan | Ryan Cotterell |

Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL

Shaoxiang Wu | Damai Dai | Ziwei Qin | Tianyu Liu | Binghuai Lin | Yunbo Cao | Zhifang Sui |

Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels ACL

Yuchen Eleanor Jiang | Tianyu Liu | Shuming Ma | Dongdong Zhang | Mrinmaya Sachan | Ryan Cotterell |

Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization F i n d i n g s - E M N L P

Shoujie Tong | Heming Xia | Damai Dai | Runxin Xu | Tianyu Liu | Binghuai Lin | Yunbo Cao | Zhifang Sui |

DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog F i n d i n g s - E M N L P

Xin Zheng | Tianyu Liu | Haoran Meng | Xu Wang | Yufan Jiang | Mengliang Rao | Binghuai Lin | Yunbo Cao | Zhifang Sui |

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective F i n d i n g s - E M N L P

Yifan Song | Peiyi Wang | Weimin Xiong | Dawei Zhu | Tianyu Liu | Zhifang Sui | Sujian Li |

Enhancing Continual Relation Extraction via Classifier Decomposition F i n d i n g s - A C L

Heming Xia | Peiyi Wang | Tianyu Liu | Binghuai Lin | Yunbo Cao | Zhifang Sui |

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories F i n d i n g s - E M N L P

Heming Xia | Qingxiu Dong | Lei Li | Jingjing Xu | Tianyu Liu | Ziwei Qin | Zhifang Sui |

Hexatagging: Projective Dependency Parsing as Tagging ACL

Afra Amini | Tianyu Liu | Ryan Cotterell |

Hierarchical Curriculum Learning for AMR Parsing ACL

Peiyi Wang | Liang Chen | Tianyu Liu | Damai Dai | Yunbo Cao | Baobao Chang | Zhifang Sui |

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL

Tianyu Liu | Yizhe Zhang | Chris Brockett | Yi Mao | Zhifang Sui | Weizhu Chen | Bill Dolan |

Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL

Qingxiu Dong | Ziwei Qin | Heming Xia | Tian Feng | Shoujie Tong | Haoran Meng | Lin Xu | Zhongyu Wei | Weidong Zhan | Baobao Chang | Sujian Li | Tianyu Liu | Zhifang Sui |

BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL

Yuchen Jiang | Tianyu Liu | Shuming Ma | Dongdong Zhang | Jian Yang | Haoyang Huang | Rico Sennrich | Ryan Cotterell | Mrinmaya Sachan | Ming Zhou |

An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL

Peiyi Wang | Runxin Xu | Tianyu Liu | Qingyu Zhou | Yunbo Cao | Baobao Chang | Zhifang Sui |

A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL

Runxin Xu | Peiyi Wang | Tianyu Liu | Shuang Zeng | Baobao Chang | Zhifang Sui |

A Structured Span Selector NAACL

Tianyu Liu | Yuchen Jiang | Ryan Cotterell | Mrinmaya Sachan |

ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs Findings NAACL

Liang Chen | Peiyi Wang | Runxin Xu | Tianyu Liu | Zhifang Sui | Baobao Chang |

Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation EMNLP

Peiyi Wang | Yifan Song | Tianyu Liu | Binghuai Lin | Yunbo Cao | Sujian Li | Zhifang Sui |

Autoregressive Structured Prediction with Language Models F i n d i n g s - E M N L P

Tianyu Liu | Yuchen Eleanor Jiang | Nicholas Monath | Ryan Cotterell | Mrinmaya Sachan |

DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection F i n d i n g s - E M N L P

Haoran Meng | Zheng Xin | Tianyu Liu | Zizhen Wang | He Feng | Binghuai Lin | Xuemin Zhao | Yunbo Cao | Zhifang Sui |

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP

Zihan Wang | Peiyi Wang | Tianyu Liu | Binghuai Lin | Yunbo Cao | Zhifang Sui | Houfeng Wang |

Learning Invariant Representation Improves Robustness for MRC Models F i n d i n g s - E M N L P

Yu Hai | Liang Wen | Haoran Meng | Tianyu Liu | Houfeng Wang |

Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation NAACL

Hua Zheng | Damai Dai | Lei Li | Tianyu Liu | Zhifang Sui | Baobao Chang | Yang Liu |

Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL IJCNLP RepL4NLP

Damai Dai | Hua Zheng | Fuli Luo | Pengcheng Yang | Tianyu Liu | Zhifang Sui | Baobao Chang |

Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP Findings

Hua Zheng | Lei Li | Damai Dai | Deli Chen | Tianyu Liu | Xu Sun | Yang Liu |

Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker ACL IJCNLP

Runxin Xu | Tianyu Liu | Lei Li | Baobao Chang |

An Anchor-Based Automatic Evaluation Metric for Document Summarization COLING

Kexiang Wang | Tianyu Liu | Baobao Chang | Zhifang Sui |

An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks EMNLP

Lifu Tu | Tianyu Liu | Kevin Gimpel |

An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CoNLL

Tianyu Liu | Zheng Xin | Xiaoan Ding | Baobao Chang | Zhifang Sui |

Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP

Xiaoan Ding | Tianyu Liu | Baobao Chang | Zhifang Sui | Kevin Gimpel |

HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference LREC

Tianyu Liu | Zheng Xin | Baobao Chang | Zhifang Sui |

Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ACL

Pengcheng Yang | Lei Li | Fuli Luo | Tianyu Liu | Xu Sun |

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ACL

Shuming Ma | Pengcheng Yang | Tianyu Liu | Peng Li | Jie Zhou | Xu Sun |

MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ACL

Pengcheng Yang | Fuli Luo | Peng Chen | Tianyu Liu | Xu Sun |

Towards Improving Neural Named Entity Recognition with Gazetteers ACL

Tianyu Liu | Jin-Ge Yao | Chin-Yew Lin |

Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL

Tianyu Liu | Fuli Luo | Pengcheng Yang | Wei Wu | Baobao Chang | Zhifang Sui |

Learning to Control the Fine-grained Sentiment for Story Ending Generation ACL

Fuli Luo | Damai Dai | Pengcheng Yang | Tianyu Liu | Baobao Chang | Zhifang Sui | Xu Sun |

Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention EMNLP

Fuli Luo | Tianyu Liu | Zexue He | Qiaolin Xia | Zhifang Sui | Baobao Chang |

Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP

Wei Wu | Houfeng Wang | Tianyu Liu | Shuming Ma |

Incorporating Glosses into Neural Word Sense Disambiguation ACL

Fuli Luo | Tianyu Liu | Qiaolin Xia | Baobao Chang | Zhifang Sui |

Affinity-Preserving Random Walk for Multi-Document Summarization EMNLP

Kexiang Wang | Tianyu Liu | Zhifang Sui | Baobao Chang |

A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction EMNLP

Tianyu Liu | Kexiang Wang | Baobao Chang | Zhifang Sui |

Towards Time-Aware Knowledge Graph Completion COLING

Tingsong Jiang | Tianyu Liu | Tao Ge | Lei Sha | Baobao Chang | Sujian Li | Zhifang Sui |

Encoding Temporal Information for Time-Aware Link Prediction EMNLP

Tingsong Jiang | Tianyu Liu | Tao Ge | Lei Sha | Sujian Li | Baobao Chang | Zhifang Sui |

.