NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models

OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation

Tanvir Mahmud | Diana Marculescu |

Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision

Fan Jiang | Tom Drummond | Trevor Cohn |

LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification

Junhua Liu | Tan Yong Keat | Bin Fu | Kwan Hui Lim |

Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis

Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes

Kosuke Nishida | Kyosuke Nishida | Kuniko Saito |

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