NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale

Flavio Di Palo | Prateek Singhi | Bilal H Fadlallah |

Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment

Arcee’s MergeKit: A Toolkit for Merging Large Language Models

OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants

MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding

Yang Liu | Huang Fang | Yunfeng Cai | Mingming Sun |

DataTales: A Benchmark for Real-World Intelligent Data Narration

Yajing Yang | Qian Liu | Min-Yen Kan |

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