ServiceNow Research

International Conference of Learning Representations (ICLR), 2025


Date
Apr 24, 2025 — Apr 28, 2025
Event
2025 ICLR
Website
https://iclr.cc/Conferences/2025
Submission Deadline
Oct 1, 2024
Review Release Date
Oct 14, 2024
Rebuttal Deadline
Nov 3, 2024
Final Decision Date
Jan 22, 2025
Location
Singapore

Publications

BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. Juan A. Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte, Francois Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-André Noël, Mats L. Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas, Sara Shanian, Ying Zhang, Sathwik Tejaswi Madhusudhan, João Monteiro, Krishnamurthy (Dj) Dvijotham, Torsten Scholak, Nicolas Chapados, Sepideh Kharaghani, Sean Hughes, Tamer Özsu, Siva Reddy, Marco Pedersoli, Yoshua Bengio, Christopher Pal, Issam H. Laradji, Spandana Gella, Perouz Taslakian, David Vazquez, Sai Rajeswar Mudumba. At International Conference of Learning Representations (ICLR),  2025.

PDF Cite Code Video

InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation. Gaurav Sahu, Abhay Puri, Juan A. Rodriguez, Amirhossein Abaskohi, Mohammad (Aaron) Chegini , Alexandre Drouin, Perouz Taslakian, Valentina Zantedeschi, Alexandre Lacoste, David Vazquez, Nicolas Chapados, Christopher Pal, Sai Rajeswar Mudumba, Issam H. Laradji. At International Conference of Learning Representations (ICLR),  2025.

PDF Cite Code

MMTEB: Massive Multilingual Text Embedding Benchmark. Siva Reddy, Vaibhav Adlakha. At International Conference of Learning Representations (ICLR),  2025.

PDF Cite Code

Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning. Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier, Yann LeCun, Irina Rish, Ravid Shwartz-Ziv, Christopher Pal. At International Conference of Learning Representations (ICLR),  2025.

PDF Cite Code Slides Video

VCR: Visual Caption Restoration. Tianyu Zhang, Suyuchen Wang, Lu Li, Ge Zhang, Perouz Taslakian, Sai Rajeswar Mudumba, Jie Fu, Bang Liu, Yoshua Bengio. At International Conference of Learning Representations (ICLR),  2025.

PDF Cite Code

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. Ahmed Masry, Juan A. Rodriguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Madhusudhan, Marco Pedersoli, Bang Liu, Nicolas Chapados, Yoshua Bengio, Enamul Hoque Prince , Christopher Pal, Issam H. Laradji, David Vazquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar Mudumba. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts. Samin Yeasar Arnob , Zhan Su, Minseon Kim, Oleksiy Ostapenko, Doina Precup, Lucas Caccia, Alessandro Sordoni. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite

Learning to Defer for Causal Discovery with Imperfect Experts. Oscar Clivio, Divyat Mahajan, Perouz Taslakian, Sara Magliacane, Ioannis Mitliagkas, Valentina Zantedeschi, Alexandre Drouin. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite

No, of course I can! Refusal Mechanisms Can Be Exploited Using Harmless Fine-Tuning Data. Joshua Kazdan, Krishnamurthy (Dj) Dvijotham, Sanmi Koyejo. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite Video

Societal Alignment Frameworks Can Improve LLM Alignment. Karolina Stanczak, Nicholas Meade, Mehar Bhatia, Hattie Zhou, Konstantin Böttinger, Jeremy Barns, Jason Stanley, Nicolas Papernot, Nicolas Chapados, Denis Therien, Timothy P Lillicrap, Ana Marasovic, Sylvie Delacroix, Gillian K Hadfield, Siva Reddy. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite

The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications. Philippe Brouillard, Chandler Squires, Jonas Wahl, Konrad P. Kording, Karen Sachs, Alexandre Drouin, Dhanya Sridhar. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite Code

Unifying Autoregressive and Diffusion-Based Sequence Generation. Nima Fathi, Torsten Scholak, Pierre-André Noël. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. Rabiul Awal, Mahsa Massoud, Zichao Li, Aarash Feizi, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vazquez, Siva Reddy, Juan A. Rodriguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar Mudumba. At Workshop at the International Conference of Learning Representation (ICLR),  2025.

PDF Cite