NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Focused Large Language Models are Stable Many-Shot Learners

From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking

Siyuan Wang | Zhuohan Long | Zhihao Fan | Zhongyu Wei |

Aligning Language Models to Explicitly Handle Ambiguity

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation

Joseph Marvin Imperial | Gail Forey | Harish Tayyar Madabushi |

Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback

Benjamin Towle | Ke Zhou |

KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases

I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation

Model-based Preference Optimization in Abstractive Summarization without Human Feedback

Distract Large Language Models for Automatic Jailbreak Attack

Zeguan Xiao | Yan Yang | Guanhua Chen | Yun Chen |

CAVA: A Tool for Cultural Alignment Visualization & Analysis

Nevan Giuliani | Cheng Charles Ma | Prakruthi Pradeep | Daphne Ippolito |

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Pinzhen Chen | Simon Yu | Zhicheng Guo | Barry Haddow |

On the Fragility of Active Learners for Text Classification

Abhishek Ghose | Emma Thuong Nguyen |

Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach

NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning