NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives

Sam Blouir | Jimmy T.h. Smith | Antonios Anastasopoulos | Amarda Shehu |

If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions

Reza Esfandiarpoor | Cristina Menghini | Stephen Bach |

Adapting LLMs for Structured Natural Language API Integration

A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks

Tianyi Zhang | Atta Norouzian | Aanchan Mohan | Frederick Ducatelle |

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs

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

RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework

Yifan Wang | Vera Demberg |