NLPExplorer

Nikolaos Aletras

Number of Papers:- 71

Number of Citations:- 66

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

EMNLP

Findings

TACL

IWCS

NLLP

ACL

EACL

*SEMEVAL

EAMT

IJCNLP

AACL

LaTeCH

Co-Authors:-

Similar Authors:-

Ascension Gallardo Antolin

Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks F i n d i n g s - E A C L

Danae Sanchez Villegas | Daniel Preotiuc-Pietro | Nikolaos Aletras |

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations EACL

Nikolaos Aletras | Orphee De Clercq |

Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models F i n d i n g s - A C L

Francesco Tonolini | Nikolaos Aletras | Jordan Massiah | Gabriella Kazai |

On the Impact of Calibration Data in Post-training Quantization and Pruning ACL

Miles Williams | Nikolaos Aletras |

Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models NAACL

Zhixue Zhao | Nikolaos Aletras |

An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference F i n d i n g s - E M N L P

Atsuki Yamaguchi | Aline Villavicencio | Nikolaos Aletras |

Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research EMNLP

Yida Mu | Mali Jin | Xingyi Song | Nikolaos Aletras |

Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization TACL

George Chrysostomou | Zhixue Zhao | Miles Williams | Nikolaos Aletras |

It’s about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits F i n d i n g s - E A C L

Yida Mu | Kalina Bontcheva | Nikolaos Aletras |

Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues ACL

A Multimodal Analysis of Influencer Content on Twitter IJCNLP AACL

Danae Sánchez Villegas | Catalina Goanta | Nikolaos Aletras |

Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention F i n d i n g s - E M N L P

Huiyin Xue | Nikolaos Aletras |

Rethinking Semi-supervised Learning with Language Models F i n d i n g s - A C L

Incorporating Attribution Importance for Improving Faithfulness Metrics ACL

Zhixue Zhao | Nikolaos Aletras |

Regulation and NLP (RegNLP): Taming Large Language Models EMNLP

We Need to Talk About Classification Evaluation Metrics in NLP IJCNLP AACL

Peter Vickers | Loic Barrault | Emilio Monti | Nikolaos Aletras |

Proceedings of the Natural Legal Language Processing Workshop 2023 NLLP WS

On the Limitations of Simulating Active Learning F i n d i n g s - A C L

Katerina Margatina | Nikolaos Aletras |

Active Learning Principles for In-Context Learning with Large Language Models F i n d i n g s - E M N L P

Katerina Margatina | Timo Schick | Nikolaos Aletras | Jane Dwivedi-Yu |

Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP

Ahmed Alajrami | Katerina Margatina | Nikolaos Aletras |

Trading Syntax Trees for Wordpieces: Target-oriented Opinion Words Extraction with Wordpieces and Aspect Enhancement ACL

Samuel Mensah | Kai Sun | Nikolaos Aletras |

Automatic Identification and Classification of Bragging in Social Media ACL

Mali Jin | Daniel Preotiuc-Pietro | A. Seza Doğruöz | Nikolaos Aletras |

On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL

Katerina Margatina | Loic Barrault | Nikolaos Aletras |

How does the pre-training objective affect what large language models learn about linguistic properties? ACL

Ahmed Alajrami | Nikolaos Aletras |

An Empirical Study on Explanations in Out-of-Domain Settings ACL

George Chrysostomou | Nikolaos Aletras |

Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ACL Findings

Tulika Bose | Nikolaos Aletras | Irina Illina | Dominique Fohr |

Translation Error Detection as Rationale Extraction ACL Findings

Marina Fomicheva | Lucia Specia | Nikolaos Aletras |

LexGLUE: A Benchmark Dataset for Legal Language Understanding in English ACL

Combining Humor and Sarcasm for Improving Political Parody Detection NAACL

Xiao Ao | Danae Sanchez Villegas | Daniel Preotiuc-Pietro | Nikolaos Aletras |

Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection COLING

Tulika Bose | Nikolaos Aletras | Irina Illina | Dominique Fohr |

Improving Graph-Based Text Representations with Character and Word Level N-grams AACL IJCNLP

Wenzhe Li | Nikolaos Aletras |

A Hierarchical N-Gram Framework for Zero-Shot Link Prediction F i n d i n g s - E M N L P

On the Impact of Temporal Concept Drift on Model Explanations F i n d i n g s - E M N L P

Zhixue Zhao | George Chrysostomou | Kalina Bontcheva | Nikolaos Aletras |

HashFormers: Towards Vocabulary-independent Pre-trained Transformers EMNLP

Huiyin Xue | Nikolaos Aletras |

Modeling the Severity of Complaints in Social Media NAACL

Mali Jin | Nikolaos Aletras |

Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases NAACL

Proceedings of the Natural Legal Language Processing Workshop 2021 EMNLP NLLP

Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP

Atsuki Yamaguchi | George Chrysostomou | Katerina Margatina | Nikolaos Aletras |

Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification ACL IJCNLP

George Chrysostomou | Nikolaos Aletras |