AdaRTE: Adaptable Dialogue Architecture and Runtime Engine. A New Architecture for Health-Care Dialogue Systems. - Lina Maria Rojas-Barahona; Toni Giorgino (MedInfo, 2007)

HomeNL: Homecare Assistance in Natural Language. An Intelligent Conversational Agent for Hypertensive Patients Management. - Lina Maria Rojas-Barahona; Silvana Quaglini; Mario Stefanelli (AIME, 2009)

An Automated Voice Response System for Anticoagulant Therapy Management. - Silvana Quaglini; Toni Giorgino; Lina Maria Rojas-Barahona; Ezio Caffi; Mauro De Vito; Alessandra Persico; Anna Cavallini (MIE, 2009)

Adaptable dialog architecture and runtime engine (AdaRTE): A framework for rapid prototyping of health dialog systems. - Lina Maria Rojas-Barahona; Toni Giorgino (Int. J. Medical Informatics, 2009)

Using MMIL for the High Level Semantic Annotation of the French MEDIA Dialogue Corpus. - Lina Maria Rojas-Barahona; Thierry Bazillon; Matthieu Quignard; Fabrice Lefèvre (IWCS, 2011)

An Incremental Architecture for the Semantic Annotation of Dialogue Corpora with High-Level Structures. A case of study for the MEDIA corpus. - Lina Maria Rojas-Barahona; Matthieu Quignard (SIGDIAL Conference, 2011)

Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora. - Fabrice Lefèvre; Djamel Mostefa; Laurent Besacier; Yannick Estève; Matthieu Quignard; Nathalie Camelin; Benoît Favre; Bassam Jabaian; Lina Maria Rojas-Barahona (LREC, 2012)

Building and Exploiting a Corpus of Dialog Interactions between French Speaking Virtual and Human Agents. - Lina Maria Rojas-Barahona; Alejandra Lorenzo; Claire Gardent (LREC, 2012)

An End-to-End Evaluation of Two Situated Dialog Systems. - Lina Maria Rojas-Barahona; Alejandra Lorenzo; Claire Gardent (SIGDIAL Conference, 2012)

Robustesse et portabilités multilingue et multi-domaines des systèmes de compréhension de la parole : les corpus du projet PortMedia (Robustness and portability of spoken language understanding systems among languages and domains : the PORTMEDIA project) [in French]. - Fabrice Lefèvre; Djamel Mostefa; Laurent Besacier; Yannick Estève; Matthieu Quignard; Nathalie Camelin; Benoît Favre; Bassam Jabaian; Lina Maria Rojas-Barahona (JEP-TALN-RECITAL 2012, 2012)

Using Paraphrases and Lexical Semantics to Improve the Accuracy and the Robustness of Supervised Models in Situated Dialogue Systems. - Claire Gardent; Lina Maria Rojas-Barahona (EMNLP, 2013)

Weakly and Strongly Constrained Dialogues for Language Learning. - Claire Gardent; Alejandra Lorenzo; Laura Perez-Beltrachini; Lina Maria Rojas-Barahona (SIGDIAL Conference, 2013)

Unsupervised structured semantic inference for spoken dialog reservation tasks. - Alejandra Lorenzo; Lina Maria Rojas-Barahona; Christophe Cerisara (SIGDIAL Conference, 2013)

Bayesian Inverse Reinforcement Learning for Modeling Conversational Agents in a Virtual Environment. - Lina Maria Rojas-Barahona; Christophe Cerisara (CICLing (1), 2014)

Weakly Supervised Discriminative Training of Linear Models for Natural Language Processing. - Lina Maria Rojas-Barahona; Christophe Cerisara (SLSP, 2015)

On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems. - Pei-Hao Su; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (ACL (1), 2016)

Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding. - Lina Maria Rojas-Barahona; Milica Gasic; Nikola Mrksic; Pei-Hao Su; Stefan Ultes; Tsung-Hsien Wen; Steve J. Young (COLING, 2016)

Conditional Generation and Snapshot Learning in Neural Dialogue Systems. - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Steve J. Young (EMNLP, 2016)

Counter-fitting Word Vectors to Linguistic Constraints. - Nikola Mrksic; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gasic; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Tsung-Hsien Wen; Steve J. Young (HLT-NAACL, 2016)

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. - Tsung-Hsien Wen; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Steve J. Young (HLT-NAACL, 2016)

Continuously Learning Neural Dialogue Management. - Pei-Hao Su; Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (CoRR, 2016)

Deep learning for sentiment analysis. - Lina Maria Rojas-Barahona (Lang. Linguistics Compass, 2016)

PyDial: A Multi-domain Statistical Dialogue System Toolkit. - Stefan Ultes; Lina Maria Rojas-Barahona; Pei-Hao Su; David Vandyke; Dongho Kim; Iñigo Casanueva; Pawel Budzianowski; Nikola Mrksic; Tsung-Hsien Wen; Milica Gasic; Steve J. Young (ACL (System Demonstrations), 2017)

A Network-based End-to-End Trainable Task-oriented Dialogue System. - Tsung-Hsien Wen; David Vandyke; Nikola Mrksic; Milica Gasic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; Steve J. Young (EACL (1), 2017)

Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning. - Stefan Ultes; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Tsung-Hsien Wen; Milica Gasic; Steve J. Young (INTERSPEECH, 2017)

An Assessment Framework for DialPort. - Kyusong Lee; Tiancheng Zhao; Stefan Ultes; Lina Maria Rojas-Barahona; Eli Pincus; David R. Traum; Maxine Eskénazi (IWSDS, 2017)

Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning. - Pawel Budzianowski; Stefan Ultes; Pei-Hao Su; Nikola Mrksic; Tsung-Hsien Wen; Iñigo Casanueva; Lina Maria Rojas-Barahona; Milica Gasic (SIGDIAL Conference, 2017)

DialPort, Gone Live: An Update After A Year of Development. - Kyusong Lee; Tiancheng Zhao; Yulun Du; Edward Cai; Allen Lu; Eli Pincus; David R. Traum; Stefan Ultes; Lina Maria Rojas-Barahona; Milica Gasic; Steve J. Young; Maxine Eskénazi (SIGDIAL Conference, 2017)

Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning. - Stefan Ultes; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Tsung-Hsien Wen; Milica Gasic; Steve J. Young (SIGDIAL Conference, 2017)

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management. - Iñigo Casanueva; Pawel Budzianowski; Pei-Hao Su; Nikola Mrksic; Tsung-Hsien Wen; Stefan Ultes; Lina Maria Rojas-Barahona; Steve J. Young; Milica Gasic (CoRR, 2017)

Dialogue manager domain adaptation using Gaussian process reinforcement learning. - Milica Gasic; Nikola Mrksic; Lina Maria Rojas-Barahona; Pei-Hao Su; Stefan Ultes; David Vandyke; Tsung-Hsien Wen; Steve J. Young (Comput. Speech Lang., 2017)

Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy. - Lina Maria Rojas-Barahona; Bo-Hsiang Tseng; Yinpei Dai; Clare Mansfield; Osman Ramadan; Stefan Ultes; Michael Crawford; Milica Gasic (Louhi@EMNLP, 2018)

Feudal Reinforcement Learning for Dialogue Management in Large Domains. - Iñigo Casanueva; Pawel Budzianowski; Pei-Hao Su; Stefan Ultes; Lina Maria Rojas-Barahona; Bo-Hsiang Tseng; Milica Gasic (NAACL-HLT (2), 2018)

Addressing Objects and Their Relations: The Conversational Entity Dialogue Model. - Stefan Ultes; Pawel Budzianowski; Iñigo Casanueva; Lina Maria Rojas-Barahona; Bo-Hsiang Tseng; Yen-Chen Wu; Steve J. Young; Milica Gasic (SIGDIAL Conference, 2018)

Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems. - Lina Maria Rojas-Barahona; Stefan Ultes; Pawel Budzianowski; Iñigo Casanueva; Milica Gasic; Bo-Hsiang Tseng; Steve J. Young (CoRR, 2018)

Graph2Bots, Unsupervised Assistance for Designing Chatbots. - Jean Léon Bouraoui; Sonia Le Meitour; Romain Carbou; Lina Maria Rojas-Barahona; Vincent Lemaire 001 (SIGdial, 2019)

Spoken Conversational Search for General Knowledge. - Lina Maria Rojas-Barahona; Pascal Bellec; Benoit Besset; Martinho Dos-Santos; Johannes Heinecke; Munshi Asadullah; Olivier Le Blouch; Jean Y. Lancien; Géraldine Damnati; Emmanuel Mory; Frédéric Herledan (SIGdial, 2019)

Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers. - Sébastien Montella; Betty Fabre; Tanguy Urvoy; Johannes Heinecke; Lina Maria Rojas-Barahona (CoRR, 2020)

Diluted Near-Optimal Expert Demonstrations for Guiding Dialogue Stochastic Policy Optimisation. - Thibault Cordier; Tanguy Urvoy; Lina Maria Rojas-Barahona; Fabrice Lefèvre (CoRR, 2020)

Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures. - Sébastien Montella; Lina Maria Rojas-Barahona; Johannes Heinecke (ACL/IJCNLP (Findings), 2021)

Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function. - Lina Maria Rojas-Barahona (CoRR, 2021)

Calor-Dial : a corpus for Conversational Question Answering on French encyclopedic documents. - Frédéric Béchet; Ludivine Robert; Lina Maria Rojas-Barahona; Géraldine Damnati (CIRCLE, 2022)

SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications. - Gwénolé Lecorvé; Morgan Veyret; Quentin Brabant; Lina Maria Rojas-Barahona (AACL/IJCNLP (1), 2022)

CoQAR: Question Rewriting on CoQA. - Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona (LREC, 2022)

Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues. - Thibault Cordier; Tanguy Urvoy; Fabrice Lefèvre; Lina Maria Rojas-Barahona (SIGDIAL, 2022)

"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking. - Léo Jacqmin; Lina Maria Rojas-Barahona; Benoît Favre (SIGDIAL, 2022)

Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering. - Quentin Brabant; Lina Maria Rojas-Barahona; Claire Gardent (CoRR, 2022)

Few-Shot Structured Policy Learning for Multi-Domain and Multi-Task Dialogues. - Thibault Cordier; Tanguy Urvoy; Fabrice Lefèvre; Lina Maria Rojas-Barahona (EACL (Findings), 2023)

Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters. - Sébastien Montella; Alexis Nasr; Johannes Heinecke; Frédéric Béchet; Lina Maria Rojas-Barahona (EACL, 2023)

Unsupervised Auditory and Semantic Entrainment Models with Deep Neural Networks. - Jay Kejriwal; Stefan Benus; Lina Maria Rojas-Barahona (INTERSPEECH, 2023)

OLISIA: a Cascade System for Spoken Dialogue State Tracking. - Léo Jacqmin; Lucas Druart; Valentin Vielzeuf; Lina Maria Rojas-Barahona; Yannick Estève; Benoît Favre (CoRR, 2023)

Are cascade dialogue state tracking models speaking out of turn in spoken dialogues? - Lucas Druart; Léo Jacqmin; Benoît Favre; Lina Maria Rojas-Barahona; Valentin Vielzeuf (CoRR, 2023)

Interpreting vision and language generative models with semantic visual priors. - Michele Cafagna; Lina Maria Rojas-Barahona; Kees van Deemter; Albert Gatt (Frontiers Artif. Intell., 2023)

Talking to Machines: do you read me? (Parler aux Machines: Me suivez-vous?). - Lina Maria Rojas-Barahona (2024)

KGConv, a Conversational Corpus Grounded in Wikidata. - Quentin Brabant; Lina Maria Rojas-Barahona; Gwénolé Lecorvé; Claire Gardent (LREC/COLING, 2024)

WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF. - Morgan Veyret; Jean-Baptiste Duchene; Kekeli Afonouvi; Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona (CoRR, 2024)

Question Generation in Knowledge-Driven Dialog: Explainability and Evaluation. - Juliette Faille; Quentin Brabant; Gwénolé Lecorvé; Lina Maria Rojas-Barahona; Claire Gardent (CoRR, 2024)

Under the Hood of Tabular Data Generation Models: the Strong Impact of Hyperparameter Tuning. - G. Charbel N. Kindji; Lina Maria Rojas-Barahona; Elisa Fromont; Tanguy Urvoy (CoRR, 2024)

Talking to Machines: do you read me? - Lina Maria Rojas-Barahona (CoRR, 2024)

Do Large Language Models with Reasoning and Acting Meet the Needs of Task-Oriented Dialogue? - Michelle Elizabeth; Morgan Veyret; Miguel Couceiro; Ondrej Dusek; Lina Maria Rojas-Barahona (CoRR, 2024)

Cross-table Synthetic Tabular Data Detection. - G. Charbel N. Kindji; Lina Maria Rojas-Barahona; Elisa Fromont; Tanguy Urvoy (COLING Workshops, 2025)

Synthetic Tabular Data Detection in the Wild. - G. Charbel N. Kindji; Elisa Fromont; Lina Maria Rojas-Barahona; Tanguy Urvoy (IDA, 2025)

Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild. - G. Charbel N. Kindji; Elisa Fromont; Lina Maria Rojas-Barahona; Tanguy Urvoy (CoRR, 2025)