NLPExplorer

ACL - 2024

Total Papers:- 1040

Total Papers accross all years:- 14195

Total Citations :- 0

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GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers

Robust Singing Voice Transcription Serves Synthesis

Progressively Modality Freezing for Multi-Modal Entity Alignment

Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation

Noise Correction on Subjective Datasets

Uthman Jinadu | Yi Ding |

SparseFlow: Accelerating Transformers by Sparsifying Information Flows

Yeachan Kim | SangKeun Lee |

Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection

Min Zhang | Jianfeng He | Taoran Ji | Chang-Tien Lu |

Representation Learning with Conditional Information Flow Maximization

Dou Hu | Lingwei Wei | Wei Zhou | Songlin Hu |

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

An Empirical Analysis on Large Language Models in Debate Evaluation

Xinyi Liu | Pinxin Liu | Hangfeng He |

LLaMA Pro: Progressive LLaMA with Block Expansion

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

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

Moûsai: Efficient Text-to-Music Diffusion Models

Flavio Schneider | Ojasv Kamal | Zhijing Jin | Bernhard Schölkopf |

Plot Retrieval as an Assessment of Abstract Semantic Association

Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline