NLPExplorer

ACL - 2024

Total Papers:- 1040

Total Papers accross all years:- 14195

Total Citations :- 0

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Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity

Sophie Wu | Anita Zheng | Joey Chuang |

TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models

Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation

Zheng Wei Lim | Ekaterina Vylomova | Trevor Cohn | Charles Kemp |

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks

Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs

Daking Rai | Ziyu Yao |

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