Publications

843 results for Foundation Models

FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
- - Radu Marinescu
  - Debarun Bhattacharjya
  - et al.
- 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
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
Paper
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist
- - Elizabeth Daly
  - Erik Miehling
  - et al.
- 2025
- EMNLP 2025
Demo 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
Triton in Action: Real-World Optimizations for Mamba2 and vLLM
- - Jamie Yang
  - Sara Kokkila Schumacher
  - et al.
- 2025
- Triton Developer Conference 2025
Poster
Highlight All the Phrases: Enhancing LLM Transparency through Visual Factuality Indicators
- - Hyo Jin Do
  - Rachel Ostrand
  - et al.
- 2025
- AIES 2025
Conference paper
TerraMind: Large-Scale Generative Multimodality for Earth Observation
- - Johannes Jakubik
  - Felix Yang
  - et al.
- 2025
- ICCV 2025
Conference paper
Teaching VLMs to Localize Specific Objects from In-context Examples
- - Sivan Doveh
  - Nimrod Shabtay
  - et al.
- 2025
- ICCV 2025
Conference paper
Workshop on Memory and Vision
- - Zexue He
  - Jovana Kondic
  - et al.
- 2025
- ICCV 2025
Workshop