NLPExplorer

ACL - 2024

Total Papers:- 1040

Total Papers accross all years:- 14195

Total Citations :- 0

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Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis

Yueqi Xie | Minghong Fang | Renjie Pi | Neil Gong |

The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models

Noah Siegel | Oana-Maria Camburu | Nicolas Heess | Maria Perez-Ortiz |

Exploring Memorization in Fine-tuned Language Models

Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA

Can ChatGPT’s Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge

Cheng Yang | Puli Chen | Qingbao Huang |

Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression

SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations

Jesus Solano | Mardhiyah Sanni | Oana-Maria Camburu | Pasquale Minervini |

Classist Tools: Social Class Correlates with Performance in NLP

Amanda Curry | Giuseppe Attanasio | Zeerak Talat | Dirk Hovy |

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives

A Computational Analysis and Exploration of Linguistic Borrowings in French Rap Lyrics

Lucas Zurbuchen | Rob Voigt |

Curriculum Learning for Small Code Language Models

Marwa Na�r | Kamel Yamani | Lynda Lhadj | Riyadh Baghdadi |

HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation