NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Uncertainty in Language Models: Assessment through Rank-Calibration

From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models

Investigating Mysteries of CoT-Augmented Distillation

Somin Wadhwa | Silvio Amir | Byron C Wallace |

Annotator-Centric Active Learning for Subjective NLP Tasks

Michiel Van Der Meer | Neele Falk | Pradeep K. Murukannaiah | Enrico Liscio |

Does Large Language Model Contain Task-Specific Neurons?

Improve Dense Passage Retrieval with Entailment Tuning

Lu Dai | Hao Liu | Hui Xiong |

Code Representation Pre-training with Complements from Program Executions

InfiniPot: Infinite Context Processing on Memory-Constrained LLMs

Minsoo Kim | Kyuhong Shim | Jungwook Choi | Simyung Chang |

Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts

Integrating INCEpTION into larger annotation processes

Richard Eckart De Castilho | Jan-Christoph Klie | Iryna Gurevych |

ORPO: Monolithic Preference Optimization without Reference Model

Jiwoo Hong | Noah Lee | James Thorne |

CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research

Sian-Yao Huang | Cheng-Lin Yang | Che-Yu Lin | Chun-Ying Huang |

Are LLMs Good Zero-Shot Fallacy Classifiers?

Fengjun Pan | Xiaobao Wu | Zongrui Li | Anh Tuan Luu |

Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024

Ilias Chalkidis |

Emotion Granularity from Text: An Aggregate-Level Indicator of Mental Health