Osmar Zaïane

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Semantic Enrichment

Machine Learning

Dialogue System

Top Venues

DE-FACTIFY@AAAI

Publications

Sheila Schoepp, Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Shadan Golestan, Osmar Zaïane
Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms. CoRR (2024)
Chenyang Huang, Abbas Ghaddar, Ivan Kobyzev, Mehdi Rezagholizadeh, Osmar Zaïane, Boxing Chen
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection. ACL (Findings) (2024)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane
Deep temporal modelling of clinical depression through social media text. Nat. Lang. Process. J. 6 (2024)
Andy Wong, Mehran Taghian Jazi, Tomoharu Takeuchi, Johannes Günther, Osmar Zaïane
General value functions for fault detection in multivariate time series data. Frontiers Robotics AI 11 (2024)
Md Rayhan Kabir, Osmar Zaïane
Classification by Frequent Association Rules. SAC (2023)
Haonan Wang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar Zaïane
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation. CoRR (2023)
Amir Salimi, Sunil Vasu Kalmady, Abram Hindle, Osmar Zaïane, Padma Kaul
Exploring Best Practices for ECG Signal Processing in Machine Learning. CoRR (2023)
Paritosh Goyal, Chenyang Huang, Amine Trabelsi, Osmar Zaïane
Exploring Preferential Label Smoothing for Neural Network-based Classifiers. Canadian AI (2023)
Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaïane, Hao Zhou, Lili Mou
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. IJCNLP (Findings) (2023)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane
Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach. CoRR (2022)
Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. CoRR (2022)
Michael Strobl, Amine Trabelsi, Osmar Zaïane
Named Entity Recognition for Partially Annotated Datasets. CoRR (2022)
Guangqi Wen, Peng Cao, Huiwen Bao, Wenju Yang, Tong Zheng, Osmar Zaïane
MVS-GCN: A prior brain structure learning-guided multi-view graph convolution network for autism spectrum disorder diagnosis. Comput. Biol. Medicine 142 (2022)
Nawshad Farruque, Osmar Zaïane, Randy Goebel, Sudhakar Sivapalan
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers. LT-EDI (2022)
Michael Strobl, Amine Trabelsi, Osmar Zaïane
FREDA: Flexible Relation Extraction Data Annotation. CoRR (2022)
Nouha Dziri, Sivan Milton, Mo Yu, Osmar Zaïane, Siva Reddy
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? CoRR (2022)
Michael Strobl, Amine Trabelsi, Osmar Zaïane
Enhanced Entity Annotations for Multilingual Corpora. LREC (2022)
Abhishek Dhankar, Osmar Zaïane, François Bolduc
UofA-Truth at Factify 2022 : A Simple Approach to Multi-Modal Fact-Checking. DE-FACTIFY@AAAI (2022)
Michael Strobl, Amine Trabelsi, Osmar Zaïane
Named Entity Recognition for Partially Annotated Datasets. NLDB (2022)
Chenyang Huang, Wei Yang, Yanshuai Cao, Osmar Zaïane, Lili Mou
A Globally Normalized Neural Model for Semantic Parsing. SPNLP@ACL-IJCNLP (2021)
Chengzhang Dong, Chenyang Huang, Osmar Zaïane, Lili Mou
Simulated Annealing for Emotional Dialogue Systems. CIKM (2021)
Peng Cao, Guangqi Wen, Lanting Li, Xiaoli Liu, Jinzhu Yang, Osmar Zaïane
Temporal Graph Representation Learning for Autism spectrum disorder Brain Networks. BIBM (2021)
Mohomed Shazan Mohomed Jabbar, Luke N. Kumar, Hamman Waqar Samuel, Mi-Young Kim, Sankalp Prabhakar, Randy Goebel, Osmar Zaïane
DeepDup: Duplicate Question Detection in Community Question Answering. ICDLT (2021)
Abhishek Dhankar, Hamman Samuel, Fahim Hassan, Nawshad Farruque, François Bolduc, Osmar Zaïane
Analysis of COVID-19 Misinformation in Social Media using Transfer Learning. ICTAI (2021)
Nawshad Farruque, Randy Goebel, Osmar Zaïane
A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language. CoRR (2021)
Nouha Dziri, Andrea Madotto, Osmar Zaïane, Avishek Joey Bose
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding. EMNLP (1) (2021)
Esha, Osmar Zaïane
Pairing Tweets with the Right Location. ICDEc (2021)
Nawshad Farruque, Randy Goebel, Osmar Zaïane, Sudhakar Sivapalan
STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text. CoRR (2021)
Hamman Samuel, Osmar Zaïane, François Bolduc
Evaluation of Applied Machine Learning for Health Misinformation Detection via Survey of Medical Professionals on Controversial Topics in Pediatrics. ICMHI (2021)
Nawshad Farruque, Chenyang Huang, Osmar Zaïane, Randy Goebel
Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. CICLing (2) (2019)