NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Neuron-Level Knowledge Attribution in Large Language Models

Zeping Yu | Sophia Ananiadou |

What are the Generator Preferences for End-to-end Task-Oriented Dialog System?

Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs

Unsupervised Extraction of Dialogue Policies from Conversations

Makesh Narsimhan Sreedhar | Traian Rebedea | Christopher Parisien |

CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering

Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models

Po-Heng Chen | Yun-Nung Chen |

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