NLPExplorer

Pierre Colombo

Number of Papers:- 25

Number of Citations:- 0

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

NAACL

ICNLSP

COLING

EMNLP

Findings

TACL

ACL

WMT

IJCNLP

Co-Authors:-

Similar Authors:-

Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation EMNLP

Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks F i n d i n g s - E M N L P

xcomet: Transparent Machine Translation Evaluation through Fine-grained Error Detection TACL

Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis WMT

Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning F i n d i n g s - E M N L P

Toward Stronger Textual Attack Detectors F i n d i n g s - E M N L P

RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data EMNLP

Maxime Darrin | Pablo Piantanida | Pierre Colombo |

Hallucinations in Large Multilingual Translation Models TACL

Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications EMNLP

Manuel Faysse | Gautier Viaud | Céline Hudelot | Pierre Colombo |

The Glass Ceiling of Automatic Evaluation in Natural Language Generation F i n d i n g s - I J C N L P

A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification F i n d i n g s - I J C N L P

Pierre Colombo | Nathan Noiry | Guillaume Staerman | Pablo Piantanida |

Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models EMNLP

Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation ACL

Nuno M. Guerreiro | Pierre Colombo | Pablo Piantanida | André Martins |

Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL

Pierre Colombo | Guillaume Staerman | Nathan Noiry | Pablo Piantanida |

Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation COLING

Cyril Chhun | Pierre Colombo | Fabian M. Suchanek | Chloé Clavel |

Beam Search with Bidirectional Strategies for Neural Response Generation ICNLSP

Pierre Colombo | Chloé Clavel | Chouchang Yack | Giovanna Varni |

A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations ACL IJCNLP

Pierre Colombo | Pablo Piantanida | Chloé Clavel |

Automatic Text Evaluation through the Lens of Wasserstein Barycenters EMNLP

Pierre Colombo | Guillaume Staerman | Chloé Clavel | Pablo Piantanida |

Code-switched inspired losses for spoken dialog representations EMNLP

Pierre Colombo | Emile Chapuis | Matthieu Labeau | Chloé Clavel |

Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP

Pierre Colombo | Emile Chapuis | Matthieu Labeau | Chloé Clavel |

The importance of fillers for text representations of speech transcripts EMNLP

Tanvi Dinkar | Pierre Colombo | Matthieu Labeau | Chloé Clavel |

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog EMNLP Findings

From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining EMNLP

Affect-Driven Dialog Generation NAACL

Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP WS

Wojciech Witon | Pierre Colombo | Ashutosh Modi | Mubbasir Kapadia |