Publications

237 results for Knowledge and Reasoning

Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Representation Similarity Reveals Implicit Layer Grouping in Neural Networks
- - Tian Gao
  - Amit Dhurandhar
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
SemCLIP: A Semantic Memory-Aligned Vision Language Model
- - Tanveer Syeda-Mahmood
  - Niharika DSouza
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- - Aladin Djuhera
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Leveraging Large Language Models for Suitability Assessment of Electrolytes for Rechargeable Batteries
- - Sina Asuka Klampt
  - Seiji Takeda
  - et al.
- 2025
- MRS Fall Meeting 2025
Conference paper
Robust Pre-Training of Time-Series Foundation Models
- - Takayuki Katsuki
  - Tomoya Sakai
  - et al.
- 2025
- IBISML 2025
Poster
Early Classification method with Time-series Foundation Models
- - Shingo Higashiguchi
  - Takayuki Katsuki
  - et al.
- 2025
- IBISML 2025
Poster
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
- - Massimiliano Pronesti
  - Michela Lorandi
  - et al.
- 2025
- EMNLP 2025
Conference paper
Effective Red-Teaming of Policy-Adherent Agents
- - Itay Nakash
  - George Kour
  - et al.
- 2025
- EMNLP 2025
Conference paper
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
- - Shuxin Lin
  - Dhaval Patel
  - et al.
- 2025
- EMNLP 2025
Paper