NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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KnowTuning: Knowledge-aware Fine-tuning for Large Language Models

Safely Learning with Private Data: A Federated Learning Framework for Large Language Model

SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models

Focused Large Language Models are Stable Many-Shot Learners

Aligning Language Models to Explicitly Handle Ambiguity

Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback

Benjamin Towle | Ke Zhou |

Tree of Problems: Improving structured problem solving with compositionality

Armel Randy Zebaze | Benoît Sagot | Rachel Bawden |

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