XRCE: Hybrid Classification for Aspect-based Sentiment Analysis. - Caroline Brun; Diana Nicoleta Popa; Claude Roux (SemEval@COLING, 2014)

Un système hybride pour l'analyse de sentiments associés aux aspects. - Caroline Brun; Diana Nicoleta Popa; Claude Roux (TALN, 2015)

A Vector Space for Distributional Semantics for Entailment. - James Henderson 001; Diana Nicoleta Popa (ACL (1), 2016)

Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction. - Diana Nicoleta Popa; James Henderson 001 (CoRR, 2017)

Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. - Diana Nicoleta Popa; Julien Perez; James Henderson 001; Éric Gaussier (FLAIRS, 2019)

From lexical towards contextualized meaning representation. (Vers des représentations contextualisées de mots). - Diana Nicoleta Popa (2019)

Modelling document-query interaction in a hierarchical neural model for IR. - Johan Chagnon; Diana Nicoleta Popa; Yagmur Gizem Cinar; Éric Gaussier (CORIA, 2021)

You can simply rely on communities for a robust characterization of stances. - Damián Ariel Furman; Santiago Marro; Cristian Cardellino; Diana Nicoleta Popa; Laura Alonso Alemany (FLAIRS, 2021)

Contribution d'informations syntaxiques aux capacités de généralisation compositionelle des modèles seq2seq convolutifs (Assessing the Contribution of Syntactic Information for Compositional Generalization of seq2seq Convolutional Networks). - Diana Nicoleta Popa; William N. Havard; Maximin Coavoux; Éric Gaussier; Laurent Besacier (TALN (1), 2021)

Towards syntax-aware token embeddings. - Diana Nicoleta Popa; Julien Perez; James Henderson 001; Éric Gaussier (Nat. Lang. Eng., 2021)

The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. - Minghan Li 003; Diana Nicoleta Popa; Johan Chagnon; Yagmur Gizem Cinar; Éric Gaussier (ACM Trans. Inf. Syst., 2023)

"Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems. - Mireia Hernandez Caralt; Ivan Sekulic; Filip Carevic; Nghia Khau; Diana Nicoleta Popa; Bruna Guedes; Victor Guimarães 003; Zeyu Yang; André Ferreira Manso; Meghana M. Reddy; Paolo Rosso; Roland Mathis (COLING (Industry), 2025)

Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing. - Álvaro Zaera; Diana Nicoleta Popa; Ivan Sekulic; Paolo Rosso (CoRR, 2025)