NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree

Harbani Jaggi | Kashyap Coimbatore Murali | Eve Fleisig | Erdem Biyik |

Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers

Tuc Van Nguyen | Thai Le |

Multi-Dialect Vietnamese: Task, Dataset, Baseline Models and Challenges

Nguyen Van Dinh | Thanh Chi Dang | Luan Thanh Nguyen | Kiet Van Nguyen |

Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning

DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts

LLM-based Code-Switched Text Generation for Grammatical Error Correction

Tom Potter | Zheng Yuan |

ALVIN: Active Learning Via INterpolation

Michalis Korakakis | Andreas Vlachos | Adrian Weller |

Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic

Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the Norm

Michael Wiegand | Josef Ruppenhofer |

Why do objects have many names? A study on word informativeness in language use and lexical systems

Eleonora Gualdoni | Gemma Boleda |

From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning

Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models

Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval

A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks

Tianyi Zhang | Atta Norouzian | Aanchan Mohan | Frederick Ducatelle |