NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models

Jerry Huang | Prasanna Parthasarathi | Mehdi Rezagholizadeh | Sarath Chandar |

Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation

Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching

Saket Maheshwary | Arpan Paul | Saurabh Sohoney |

FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding

Jiali Cheng | Hadi Amiri |

Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning

David Schulte | Felix Hamborg | Alan Akbik |

Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language 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