NLPExplorer

ACL - 2024

Total Papers:- 1040

Total Papers accross all years:- 14195

Total Citations :- 0

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DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy

Learning to Plan and Generate Text with Citations

Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation

Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Rishabh Bhardwaj | Duc Anh Do | Soujanya Poria |

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