NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices

Branislav Pecher | Ivan Srba | Maria Bielikova |

ORPO: Monolithic Preference Optimization without Reference Model

Jiwoo Hong | Noah Lee | James Thorne |

Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach

Siqi Li | Danni Liu | Jan Niehues |

Are LLMs Good Zero-Shot Fallacy Classifiers?

Fengjun Pan | Xiaobao Wu | Zongrui Li | Anh Tuan Luu |

ABSEval: An Agent-based Framework for Script Evaluation

Sirui Liang | Baoli Zhang | Jun Zhao | Kang Liu |

Dense X Retrieval: What Retrieval Granularity Should We Use?

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