NLPExplorer

Yongbin Li

Number of Papers:- 51

Number of Citations:- 1

First ACL Paper:- 2017

Latest ACL Paper:- 2024

Venues:-

NAACL

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P

COLING

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EMNLP

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Findings

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C

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TACL

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DSTC

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WS

ACL

*SEMEVAL

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IJCNLP

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F

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Co-Authors:-

Similar Authors:-

Unifying Structured Data as Graph for Data-to-Text Pre-Training TACL

Shujie Li | Liang Li | Ruiying Geng | Min Yang | Binhua Li | Guanghu Yuan | Wanwei He | Shao Yuan | Can Ma | Fei Huang | Yongbin Li |

Fine-Tuning Language Models with Reward Learning on Policy NAACL

Hao Lang | Fei Huang | Yongbin Li |

Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning F i n d i n g s - N A A C L

Qinhao Zhou | Zihan Zhang | Xiang Xiang | Ke Wang | Yuchuan Wu | Yongbin Li |

One-Shot Learning as Instruction Data Prospector for Large Language Models ACL

Yunshui Li | Binyuan Hui | Xiaobo Xia | Jiaxi Yang | Min Yang | Lei Zhang | Shuzheng Si | Ling-Hao Chen | Junhao Liu | Tongliang Liu | Fei Huang | Yongbin Li |

SoFA: Shielded On-the-fly Alignment via Priority Rule Following F i n d i n g s - A C L

Xinyu Lu | Bowen Yu | Yaojie Lu | Hongyu Lin | Haiyang Yu | Le Sun | Xianpei Han | Yongbin Li |

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL

Changyu Chen | Xiting Wang | Ting-En Lin | Ang Lv | Yuchuan Wu | Xin Gao | Ji-Rong Wen | Rui Yan | Yongbin Li |

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL

Yuhan Chen | Ang Lv | Ting-En Lin | Changyu Chen | Yuchuan Wu | Fei Huang | Yongbin Li | Rui Yan |

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories F i n d i n g s - A C L

Jia Li | Ge Li | Yunfei Zhao | Yongmin Li | Huanyu Liu | Hao Zhu | Lecheng Wang | Kaibo Liu | Zheng Fang | Lanshen Wang | Jiazheng Ding | Xuanming Zhang | Yuqi Zhu | Yihong Dong | Zhi Jin | Binhua Li | Fei Huang | Yongbin Li | Bin Gu | Mengfei Yang |

Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL

Jiaxi Yang | Binyuan Hui | Min Yang | Bailin Wang | Bowen Li | Binhua Li | Fei Huang | Yongbin Li |

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP

Minzheng Wang | Longze Chen | Fu Cheng | Shengyi Liao | Xinghua Zhang | Bingli Wu | Haiyang Yu | Nan Xu | Lei Zhang | Run Luo | Yunshui Li | Min Yang | Fei Huang | Yongbin Li |

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization F i n d i n g s - E M N L P

Huawen Feng | Yan Fan | Xiong Liu | Ting-En Lin | Zekun Yao | Yuchuan Wu | Fei Huang | Yongbin Li | Qianli Ma |

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States F i n d i n g s - E M N L P

Zhenhong Zhou | Haiyang Yu | Xinghua Zhang | Rongwu Xu | Fei Huang | Yongbin Li |

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents F i n d i n g s - E M N L P

Ruixuan Xiao | Wentao Ma | Ke Wang | Yuchuan Wu | Junbo Zhao | Haobo Wang | Fei Huang | Yongbin Li |

Plan-then-Seam: Towards Efficient Table-to-Text Generation F i n d i n g s - E A C L

Liang Li | Ruiying Geng | Chengyang Fang | Bing Li | Can Ma | Binhua Li | Yongbin Li |

Improving Question Generation with Multi-level Content Planning F i n d i n g s - E M N L P

Zehua Xia | Qi Gou | Bowen Yu | Haiyang Yu | Fei Huang | Yongbin Li | Nguyen Cam-Tu |

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP

Minghao Li | Yingxiu Zhao | Bowen Yu | Feifan Song | Hangyu Li | Haiyang Yu | Zhoujun Li | Fei Huang | Yongbin Li |

CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL

Liang Li | Ruiying Geng | Chengyang Fang | Bing Li | Can Ma | Rongyu Cao | Binhua Li | Fei Huang | Yongbin Li |

Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue F i n d i n g s - E M N L P

Yuanxing Liu | Weinan Zhang | Yifan Chen | Yuchi Zhang | Haopeng Bai | Fan Feng | Hengbin Cui | Yongbin Li | Wanxiang Che |

Causal Document-Grounded Dialogue Pre-training EMNLP

Yingxiu Zhao | Bowen Yu | Bowen Li | Haiyang Yu | Jinyang Li | Chao Wang | Fei Huang | Yongbin Li | Nevin Zhang |

Long-Tailed Question Answering in an Open World ACL

Yi Dai | Hao Lang | Yinhe Zheng | Fei Huang | Yongbin Li |

Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment ACL

Tianshu Yu | Haoyu Gao | Ting-En Lin | Min Yang | Yuchuan Wu | Wentao Ma | Chao Wang | Fei Huang | Yongbin Li |

Unified Language Representation for Question Answering over Text, Tables, and Images F i n d i n g s - A C L

Bowen Yu | Cheng Fu | Haiyang Yu | Fei Huang | Yongbin Li |

Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP

Qi Gou | Zehua Xia | Bowen Yu | Haiyang Yu | Fei Huang | Yongbin Li | Nguyen Cam-Tu |

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL

Hao Sun | Yang Li | Liwei Deng | Bowen Li | Binyuan Hui | Binhua Li | Yunshi Lan | Yan Zhang | Yongbin Li |

Sequence Parallelism: Long Sequence Training from System Perspective ACL

Shenggui Li | Fuzhao Xue | Chaitanya Baranwal | Yongbin Li | Yang You |

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark F i n d i n g s - A C L

Yuxing Long | Binyuan Hui | Caixia Yuan | Fei Huang | Yongbin Li | Xiaojie Wang |

Improving Situated Conversational Agents with Step-by-Step Multi-modal Logic Reasoning DSTC WS

Yuxing Long | Huibin Zhang | Binyuan Hui | Zhenglu Yang | Caixia Yuan | Xiaojie Wang | Fei Huang | Yongbin Li |

Universal Information Extraction with Meta-Pretrained Self-Retrieval F i n d i n g s - A C L

Xin Cong | Bowen Yu | Mengcheng Fang | Tingwen Liu | Haiyang Yu | Zhongkai Hu | Fei Huang | Yongbin Li | Bin Wang |

Domain Incremental Lifelong Learning in an Open World F i n d i n g s - A C L

Yi Dai | Hao Lang | Yinhe Zheng | Bowen Yu | Fei Huang | Yongbin Li |

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection F i n d i n g s - E M N L P

Yi Dai | Hao Lang | Kaisheng Zeng | Fei Huang | Yongbin Li |

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL

Yunshui Li | Binyuan Hui | ZhiChao Yin | Min Yang | Fei Huang | Yongbin Li |

S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL Findings

Binyuan Hui | Ruiying Geng | Lihan Wang | Bowen Qin | Yanyang Li | Bowen Li | Jian Sun | Yongbin Li |

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots ACL Findings

Sai Zhang | Yuwei Hu | Yuchuan Wu | Jiaman Wu | Yongbin Li | Jian Sun | Caixia Yuan | Xiaojie Wang |

Graph-to-Text Generation with Dynamic Structure Pruning COLING

Liang Li | Ruiying Geng | Bowen Li | Can Ma | Yinliang Yue | Binhua Li | Yongbin Li |

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING

Wanwei He | Yinpei Dai | Binyuan Hui | Min Yang | Zheng Cao | Jianbo Dong | Fei Huang | Luo Si | Yongbin Li |

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING

Bowen Qin | Lihan Wang | Binyuan Hui | Bowen Li | Xiangpeng Wei | Binhua Li | Fei Huang | Luo Si | Min Yang | Yongbin Li |

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots F i n d i n g s - E M N L P

Haomin Fu | Yeqin Zhang | Haiyang Yu | Jian Sun | Fei Huang | Luo Si | Yongbin Li | Cam Tu Nguyen |

Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP

Hao Lang | Yinhe Zheng | Jian Sun | Fei Huang | Luo Si | Yongbin Li |

Towards Generalizable and Robust Text-to-SQL Parsing F i n d i n g s - E M N L P

Chang Gao | Bowen Li | Wenxuan Zhang | Wai Lam | Binhua Li | Fei Huang | Luo Si | Yongbin Li |

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP

Yinpei Dai | Wanwei He | Bowen Li | Yuchuan Wu | Zheng Cao | Zhongqi An | Jian Sun | Yongbin Li |

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing F i n d i n g s - E M N L P

Zefeng Cai | Xiangyu Li | Binyuan Hui | Min Yang | Bowen Li | Binhua Li | Zheng Cao | Weijie Li | Fei Huang | Luo Si | Yongbin Li |

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition EMNLP

Guimin Hu | Ting-En Lin | Yi Zhao | Guangming Lu | Yuchuan Wu | Yongbin Li |

Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP

Che Liu | Rui Wang | Junfeng Jiang | Yongbin Li | Fei Huang |

Semi-Supervised Lifelong Language Learning F i n d i n g s - E M N L P

Yingxiu Zhao | Yinhe Zheng | Bowen Yu | Zhiliang Tian | Dongkyu Lee | Jian Sun | Yongbin Li | Nevin L. Zhang |

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL IJCNLP

Yinpei Dai | Hangyu Li | Yongbin Li | Jian Sun | Fei Huang | Luo Si | Xiaodan Zhu |

Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL

Yinpei Dai | Hangyu Li | Chengguang Tang | Yongbin Li | Jian Sun | Xiaodan Zhu |

Dynamic Memory Induction Networks for Few-Shot Text Classification ACL

Ruiying Geng | Binhua Li | Yongbin Li | Jian Sun | Xiaodan Zhu |

Induction Networks for Few-Shot Text Classification EMNLP

Ruiying Geng | Binhua Li | Yongbin Li | Xiaodan Zhu | Ping Jian | Jian Sun |

Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task using Deep Learning Models *SEMEVAL

Yongbin Li | Xiaobing Zhou |

Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task *SEMEVAL

Yongbin Li | Xiaobing Zhou |

YNUDLG at IJCNLP-2017 Task 5: A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations IJCNLP

Min Wang | Qingxun Liu | Peng Ding | Yongbin Li | Xiaobing Zhou |

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