Alessandro Sordoni
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
42
Venues
12
Active years
2012–2026
Best venue rank
A*
Where they publish
Papers
42 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings. | Jean-Philippe Corbeil, Minseon Kim, Maxime Griot, Sheela Agarwal, Alessandro Sordoni, Franois Beaulieu, Paul Vozila |
| 2025 | ACL | A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. | Jean-Philippe Corbeil, Amin Dada, Jean-Michel Attendu, Asma Ben Abacha, Alessandro Sordoni, Lucas Caccia, Franois Beaulieu, Thomas Lin, Jens Kleesiek, Paul Vozila |
| 2025 | ICML | VinePPO: Refining Credit Assignment in RL Training of LLMs. | Amirhossein Kazemnejad, Milad Aghajohari, Eva Portelance, Alessandro Sordoni, Siva Reddy, Aaron C. Courville, Nicolas Le Roux |
| 2024 | ICML | Towards Modular LLMs by Building and Reusing a Library of LoRAs. | Oleksiy Ostapenko, Zhan Su, Edoardo M. Ponti, Laurent Charlin, Nicolas Le Roux, Lucas Caccia, Alessandro Sordoni |
| 2023 | EACL | Combining Parameter-efficient Modules for Task-level Generalisation. | Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy |
| 2022 | ACL | Better Language Model with Hypernym Class Prediction. | He Bai, Tong Wang, Alessandro Sordoni, Peng Shi |
| 2022 | ACL | Unsupervised Dependency Graph Network. | Yikang Shen, Shawn Tan, Alessandro Sordoni, Peng Li, Jie Zhou, Aaron C. Courville |
| 2022 | COLING | Measuring Morphological Fusion Using Partial Information Decomposition. | Michaela Socolof, Jacob Louis Hoover, Richard Futrell, Alessandro Sordoni, Timothy J. O'Donnell |
| 2022 | ICLR | Evaluating Distributional Distortion in Neural Language Modeling. | Benjamin LeBrun, Alessandro Sordoni, Timothy J. O'Donnell |
| 2022 | ICLR | Learning to Dequantise with Truncated Flows. | Shawn Tan, Chin-Wei Huang, Alessandro Sordoni, Aaron C. Courville |
| 2022 | NAACL | Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge. | Ian Porada, Alessandro Sordoni, Jackie Chi Kit Cheung |
| 2021 | AAAI | Quantum-inspired Neural Network for Conversational Emotion Recognition. | Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci |
| 2021 | CoNLL | The Emergence of the Shape Bias Results from Communicative Efficiency. | Eva Portelance, Michael C. Frank, Dan Jurafsky, Alessandro Sordoni, Romain Laroche |
| 2021 | EACL | Increasing Robustness to Spurious Correlations using Forgettable Examples. | Yadollah Yaghoobzadeh, Soroush Mehri, Remi Tachet des Combes, Timothy J. Hazen, Alessandro Sordoni |
| 2021 | EMNLP | Self-training with Few-shot Rationalization. | Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata Mukherjee |
| 2021 | EMNLP | Linguistic Dependencies and Statistical Dependence. | Jacob Louis Hoover, Wenyu Du, Alessandro Sordoni, Timothy J. O'Donnell |
| 2021 | ICML | Decomposed Mutual Information Estimation for Contrastive Representation Learning. | Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoffrey J. Gordon, Philip Bachman, Remi Tachet des Combes |
| 2021 | NAACL | Understanding by Understanding Not: Modeling Negation in Language Models. | Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R. Devon Hjelm, Alessandro Sordoni, Aaron C. Courville |
| 2021 | NAACL | Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle. | Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron C. Courville |
| 2020 | EMNLP | Recursive Top-Down Production for Sentence Generation with Latent Trees. | Shawn Tan, Yikang Shen, Alessandro Sordoni, Aaron C. Courville, Timothy J. O'Donnell |
| 2020 | EMNLP | Exploring and Predicting Transferability across NLP Tasks. | Tu Vu, Tong Wang, Tsendsuren Munkhdalai, Alessandro Sordoni, Adam Trischler, Andrew Mattarella-Micke, Subhransu Maji, Mohit Iyyer |
| 2020 | ICASSP | Fast Domain Adaptation for Goal-Oriented Dialogue Using a Hybrid Generative-Retrieval Transformer. | Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz |
| 2019 | ICLR | Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks. | Yikang Shen, Shawn Tan, Alessandro Sordoni, Aaron C. Courville |
| 2019 | ICLR | An Empirical Study of Example Forgetting during Deep Neural Network Learning. | Mariya Toneva, Alessandro Sordoni, Remi Tachet des Combes, Adam Trischler, Yoshua Bengio, Geoffrey J. Gordon |
| 2018 | ACL | Straight to the Tree: Constituency Parsing with Neural Syntactic Distance. | Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron C. Courville, Yoshua Bengio |
| 2018 | ICLR | Twin Networks: Matching the Future for Sequence Generation. | Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, Adam Trischler, Chris Pal, Yoshua Bengio |
| 2018 | ICML | Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data. | Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron C. Courville |
| 2018 | ICML | Focused Hierarchical RNNs for Conditional Sequence Processing. | Nan Rosemary Ke, Konrad Zolna, Alessandro Sordoni, Zhouhan Lin, Adam Trischler, Yoshua Bengio, Joelle Pineau, Laurent Charlin, Christopher J. Pal |
| 2018 | SIGIR | Multi-level Abstraction Convolutional Model with Weak Supervision for Information Retrieval. | Yifan Nie, Alessandro Sordoni, Jian-Yun Nie |
| 2017 | AAAI | A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues. | Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron C. Courville, Yoshua Bengio |
| 2017 | ICLR | Learning Algorithms for Active Learning. | Philip Bachman, Alessandro Sordoni, Adam Trischler |
| 2017 | ICML | Learning Algorithms for Active Learning. | Philip Bachman, Alessandro Sordoni, Adam Trischler |
| 2016 | AAAI | Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models. | Iulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio, Aaron C. Courville, Joelle Pineau |
| 2016 | EMNLP | Natural Language Comprehension with the EpiReader. | Adam Trischler, Zheng Ye, Xingdi Yuan, Philip Bachman, Alessandro Sordoni, Kaheer Suleman |
| 2015 | ACL | deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets. | Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan |
| 2015 | CIKM | A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion. | Alessandro Sordoni, Yoshua Bengio, Hossein Vahabi, Christina Lioma, Jakob Grue Simonsen, Jian-Yun Nie |
| 2015 | NAACL | A Neural Network Approach to Context-Sensitive Generation of Conversational Responses. | Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Margaret Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan |
| 2014 | AAAI | Compact Aspect Embedding for Diversified Query Expansions. | Xiaohua Liu, Arbi Bouchoucha, Alessandro Sordoni, Jian-Yun Nie |
| 2014 | AAAI | Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization. | Alessandro Sordoni, Yoshua Bengio, Jian-Yun Nie |
| 2013 | CIKM | Modeling latent topic interactions using quantum interference for information retrieval. | Alessandro Sordoni, Jing He, Jian-Yun Nie |
| 2013 | SIGIR | Modeling term dependencies with quantum language models for IR. | Alessandro Sordoni, Jian-Yun Nie, Yoshua Bengio |
| 2012 | SIGIR | A visual tool for bayesian data analysis: the impact of smoothing on naive bayes text classifiers. | Giorgio Maria Di Nunzio, Alessandro Sordoni |