Gaurav Sahu

38 papers A* 4A 1B 1C 3Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches.
NAACL (Findings)
Gaurav Sahu, Olga Vechtomova, Issam H. Laradji
2025 J jnl
AInstein: Assessing the Feasibility of AI-Generated Approaches to Research Problems.
CoRR
Shambhavi Mishra, Gaurav Sahu, Marco Pedersoli, Laurent Charlin, Jose Dolz, Christopher Pal
2025 C conf
Balancing Indeterminacy and Structure: Neural Text Generation for Artistic Inspiration.
EvoMUSART
Olga Vechtomova, Gaurav Sahu
2025 C conf
Future Sight: Fine-Tuning Language Models for Dynamic Story Generation.
EvoMUSART
Brian D. Zimmerman, Gaurav Sahu, Olga Vechtomova
2025 A* conf
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation.
ICLR
Gaurav Sahu, Abhay Puri, Juan A. Rodríguez, Amirhossein Abaskohi, Mohammad Chegini, Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vázquez, Nicolas Chapados, Christopher Pal, Sai Rajeswar, Issam H. Laradji
2025 J jnl
LitLLMs, LLMs for Literature Review: Are we there yet?
Trans. Mach. Learn. Res.
Shubham Agarwal, Gaurav Sahu, Abhay Puri, Issam H. Laradji, Krishnamurthy Dj Dvijotham, Jason Stanley, Laurent Charlin, Christopher Pal
2025 J jnl
ReviewerToo: Should AI Join The Program Committee? A Look At The Future of Peer Review.
CoRR
Gaurav Sahu, Hugo Larochelle, Laurent Charlin, Christopher Pal
2024 J jnl
Computational Modeling of Artistic Inspiration: A Framework for Predicting Aesthetic Preferences in Lyrical Lines Using Linguistic and Stylistic Features.
CoRR
Gaurav Sahu, Olga Vechtomova
2024 J jnl
Diversity in issue assignment: humans vs bots.
Empir. Softw. Eng.
Aniruddhan Murali, Gaurav Sahu, Kishanthan Thangarajah, Brian D. Zimmerman, Gema Rodríguez-Pérez, Meiyappan Nagappan
2024 J jnl
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation.
CoRR
Gaurav Sahu, Abhay Puri, Juan A. Rodríguez, Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vázquez, Nicolas Chapados, Christopher Pal, Sai Rajeswar, Issam Hadj Laradji
2024 J jnl
LLMs for Literature Review: Are we there yet?
CoRR
Shubham Agarwal, Gaurav Sahu, Abhay Puri, Issam H. Laradji, Krishnamurthy Dj Dvijotham, Jason Stanley, Laurent Charlin, Christopher Pal
2024 J jnl
MixSumm: Topic-based Data Augmentation using LLMs for Low-resource Extractive Text Summarization.
CoRR
Gaurav Sahu, Issam H. Laradji
2024 A* conf
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media.
AAAI
Liam Hebert, Gaurav Sahu, Yuxuan Guo, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen
2023 J jnl
Enchancing Semi-Supervised Learning for Extractive Summarization with an LLM-based pseudolabeler.
CoRR
Gaurav Sahu, Olga Vechtomova, Issam H. Laradji
2023 — conf
Improving Data Integrity of IPFS On-Chain Proof.
IC3I
Gaurav Pandey, Gaurav Sahu, Manpreet Singh
2023 J jnl
LLM aided semi-supervision for Extractive Dialog Summarization.
CoRR
Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji
2023 — conf
LLM aided semi-supervision for efficient Extractive Dialog Summarization.
EMNLP (Findings)
Nishant Mishra, Gaurav Sahu, Iacer Calixto, Ameen Abu-Hanna, Issam H. Laradji
2023 — conf
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation.
EvoMUSART@EvoStar
Olga Vechtomova, Gaurav Sahu
2023 J jnl
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media.
CoRR
Liam Hebert, Gaurav Sahu, Nanda Kishore Sreenivas, Lukasz Golab, Robin Cohen
2023 A* conf
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation.
EMNLP
Gaurav Sahu, Olga Vechtomova, Dzmitry Bahdanau, Issam H. Laradji
2023 J jnl
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation.
CoRR
Gaurav Sahu, Olga Vechtomova, Dzmitry Bahdanau, Issam H. Laradji
2022 — conf
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models.
ConvAI@ACL
Gaurav Sahu, Pau Rodríguez, Issam H. Laradji, Parmida Atighehchian, David Vázquez, Dzmitry Bahdanau
2022 J jnl
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models.
CoRR
Gaurav Sahu, Pau Rodríguez, Issam H. Laradji, Parmida Atighehchian, David Vázquez, Dzmitry Bahdanau
2022 J jnl
Future Sight: Dynamic Story Generation with Large Pretrained Language Models.
CoRR
Brian D. Zimmerman, Gaurav Sahu, Olga Vechtomova
2022 J jnl
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation.
CoRR
Olga Vechtomova, Gaurav Sahu
2022 J jnl
Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management.
Int. J. Data Sci. Anal.
Alexandre Parmentier, Robin Cohen, Xueguang Ma, Gaurav Sahu, Queenie Chen
2021 A conf
Adaptive Fusion Techniques for Multimodal Data.
EACL
Gaurav Sahu, Olga Vechtomova
2021 C conf
LyricJam: A System for Generating Lyrics for Live Instrumental Music.
ICCC
Olga Vechtomova, Gaurav Sahu, Dhruv Kumar
2021 J jnl
LyricJam: A system for generating lyrics for live instrumental music.
CoRR
Olga Vechtomova, Gaurav Sahu, Dhruv Kumar
2021 J jnl
Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management.
CoRR
Alexandre Parmentier, Robin Cohen, Xueguang Ma, Gaurav Sahu, Queenie Chen
2021 J jnl
Towards A Multi-agent System for Online Hate Speech Detection.
CoRR
Gaurav Sahu, Robin Cohen, Olga Vechtomova
2020 B conf
Adversarial Learning on the Latent Space for Diverse Dialog Generation.
COLING
Kashif Khan, Gaurav Sahu, Vikash Balasubramanian, Lili Mou, Olga Vechtomova
2020 J jnl
Generation of lyrics lines conditioned on music audio clips.
CoRR
Olga Vechtomova, Gaurav Sahu, Dhruv Kumar
2019 J jnl
Conditional Response Generation Using Variational Alignment.
CoRR
Kashif Khan, Gaurav Sahu, Vikash Balasubramanian, Lili Mou, Olga Vechtomova
2019 J jnl
Dynamic Fusion for Multimodal Data.
CoRR
Gaurav Sahu, Olga Vechtomova
2019 J jnl
Multimodal Speech Emotion Recognition and Ambiguity Resolution.
CoRR
Gaurav Sahu
2018 A* conf
Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit.
EMNLP
Amrith Krishna, Bishal Santra, Sasi Prasanth Bandaru, Gaurav Sahu, Vishnu Dutt Sharma, Pavankumar Satuluri, Pawan Goyal
2018 J jnl
Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit.
CoRR
Amrith Krishna, Bishal Santra, Sasi Prasanth Bandaru, Gaurav Sahu, Vishnu Dutt Sharma, Pavankumar Satuluri, Pawan Goyal