Pierre Colombo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
7
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. | Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Cline Hudelot, Pierre Colombo |
| 2025 | ICLR | ColPali: Efficient Document Retrieval with Vision Language Models. | Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Cline Hudelot, Pierre Colombo |
| 2024 | AAAI | Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection. | Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Cmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo |
| 2024 | EMNLP | Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks. | Anas Himmi, Ekhine Irurozki, Nathan Noiry, Stphan Clmenon, Pierre Colombo |
| 2024 | EMNLP | Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation. | Anas Himmi, Guillaume Staerman, Marine Picot, Pierre Colombo, Nuno Miguel Guerreiro |
| 2023 | ACL | Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. | Nuno Miguel Guerreiro, Pierre Colombo, Pablo Piantanida, Andr F. T. Martins |
| 2023 | EMNLP | Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. | Duarte M. Alves, Nuno Miguel Guerreiro, Joo Alves, Jos Pombal, Ricardo Rei, Jos Guilherme Camargo de Souza, Pierre Colombo, Andr F. T. Martins |
| 2023 | EMNLP | Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models. | Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Myriam Tami, Victor Storchan, Ismail Ben Ayed, Pablo Piantanida |
| 2023 | EMNLP | Toward Stronger Textual Attack Detectors. | Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida |
| 2023 | EMNLP | RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data. | Maxime Darrin, Pablo Piantanida, Pierre Colombo |
| 2023 | EMNLP | Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. | Manuel Faysse, Gautier Viaud, Cline Hudelot, Pierre Colombo |
| 2023 | IJCNLP | A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification. | Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida |
| 2023 | IJCNLP | The Glass Ceiling of Automatic Evaluation in Natural Language Generation. | Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida |
| 2022 | ACL | Learning Disentangled Textual Representations via Statistical Measures of Similarity. | Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida |
| 2022 | COLING | Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation. | Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, Chlo Clavel |
| 2021 | ACL | A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations. | Pierre Colombo, Pablo Piantanida, Chlo Clavel |
| 2021 | EMNLP | Improving Multimodal fusion via Mutual Dependency Maximisation. | Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chlo Clavel |
| 2021 | EMNLP | Code-switched inspired losses for spoken dialog representations. | Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chlo Clavel |
| 2021 | EMNLP | Automatic Text Evaluation through the Lens of Wasserstein Barycenters. | Pierre Colombo, Guillaume Staerman, Chlo Clavel, Pablo Piantanida |
| 2020 | AAAI | Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction. | Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chlo Clavel |
| 2020 | EMNLP | Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. | Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chlo Clavel |
| 2020 | EMNLP | The importance of fillers for text representations of speech transcripts. | Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chlo Clavel |
| 2019 | EMNLP | From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. | Alexandre Garcia, Pierre Colombo, Florence d'Alch-Buc, Slim Essid, Chlo Clavel |
| 2019 | NAACL | Affect-Driven Dialog Generation. | Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia |