NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps

Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets

Benjamin Schiller | Johannes Daxenberger | Andreas Waldis | Iryna Gurevych |

MIPD: Exploring Manipulation and Intention In a Novel Corpus of Polish Disinformation

Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction

Automatic Instruction Evolving for Large Language Models

Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions

Qian Ruan | Ilia Kuznetsov | Iryna Gurevych |

Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Time Matters: An End-to-End Solution for Temporal Claim Verification

Anab Maulana Barik | Wynne Hsu | Mong-Li Lee |

Unveiling the Role of Pretraining in Direct Speech Translation

Belen Alastruey | Gerard I. Gállego | Marta R. Costa-jussà |

WorryWords: Norms of Anxiety Association for over 44k English Words

Saif M. Mohammad |

Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models

Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

Christopher Schröder | Gerhard Heyer |

sign.mt: Real-Time Multilingual Sign Language Translation Application

Amit Moryossef |

Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks

Personal Large Language Model Agents: A Case Study on Tailored Travel Planning