NLPExplorer

Jingbo Shang

Number of Papers:- 63

Number of Citations:- 1

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

EMNLP

Findings

ACL

WMT

IJCNLP

Co-Authors:-

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READ: Improving Relation Extraction from an ADversarial Perspective F i n d i n g s - N A A C L

Dawei Li | William Hogan | Jingbo Shang |

DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering NAACL

Alex Nguyen | Zilong Wang | Jingbo Shang | Dheeraj Mekala |

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step F i n d i n g s - A C L

Li Zhong | Zilong Wang | Jingbo Shang |

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models F i n d i n g s - A C L

Dheeraj Mekala | Alex Nguyen | Jingbo Shang |

Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation F i n d i n g s - A C L

Letian Peng | Yuwei Zhang | Jingbo Shang |

Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving ACL

Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL

MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction BioNLP WS

William Hogan | Andrew Bartko | Jingbo Shang | Chun-Nan Hsu |

Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL

Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL

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

Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs F i n d i n g s - A C L

Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP

Letian Peng | Zilong Wang | Jingbo Shang |

CloudSheep System for WMT24 Discourse-Level Literary Translation WMT

Lisa Liu | Ryan Liu | Angela Tsai | Jingbo Shang |

Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP

Data Contamination Can Cross Language Barriers EMNLP

Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision F i n d i n g s - E M N L P

Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification EMNLP

TOOLVERIFIER: Generalization to New Tools via Self-Verification F i n d i n g s - E M N L P

Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path F i n d i n g s - E M N L P

Zilong Wang | Jingbo Shang |

PV2TEA: Patching Visual Modality to Textual-Established Information Extraction F i n d i n g s - A C L

Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting EMNLP

William Hogan | Jiacheng Li | Jingbo Shang |

SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank F i n d i n g s - E M N L P

Dheeraj Mekala | Adithya Samavedhi | Chengyu Dong | Jingbo Shang |

Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs F i n d i n g s - A C L

Less than One-shot: Named Entity Recognition via Extremely Weak Supervision F i n d i n g s - E M N L P

Letian Peng | Zihan Wang | Jingbo Shang |

Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty F i n d i n g s - E M N L P

Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP

Chengyu Dong | Zihan Wang | Jingbo Shang |

ClusterLLM: Large Language Models as a Guide for Text Clustering EMNLP

Yuwei Zhang | Zihan Wang | Jingbo Shang |

Goal-Driven Explainable Clustering via Language Descriptions EMNLP

Zihan Wang | Jingbo Shang | Ruiqi Zhong |

ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation F i n d i n g s - E M N L P

A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches F i n d i n g s - A C L

Zihan Wang | Tianle Wang | Dheeraj Mekala | Jingbo Shang |

Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition F i n d i n g s - E M N L P

Zihan Wang | Kewen Zhao | Zilong Wang | Jingbo Shang |

Progressive Sentiment Analysis for Code-Switched Text Data F i n d i n g s - E M N L P

Sudhanshu Ranjan | Dheeraj Mekala | Jingbo Shang |

LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification F i n d i n g s - E M N L P

Dheeraj Mekala | Chengyu Dong | Jingbo Shang |

“Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP

Zihan Wang | Chengyu Dong | Jingbo Shang |