Publications

234 results for Knowledge and Reasoning

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
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering
- - Prerna Agarwal
  - Srikanta Bedathur
- 2025
- EMNLP 2025
Paper
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
- - Shuxin Lin
  - Dhaval Patel
  - et al.
- 2025
- EMNLP 2025
Paper
KIF-QA: Using Off-the-shelf LLMs to Answer Simple Questions over Heterogeneous Knowledge Bases
- - Marcelo Machado
  - João Pedro Porto Campos
  - et al.
- 2025
- ISWC 2025
Workshop paper
5th Wikidata Workshop
- - Nicolas Ferranti
  - Marcelo Machado
  - et al.
- 2025
- ISWC 2025
Workshop