Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- Jonas Zausinger
- Lars Pennig
- et al.
- 2024
- NeurIPS 2024
Workshop paper
Publications
794 results for Natural Language Processing
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- Viviane T. Silva
- Alexandre Rademaker
- et al.
- 2024
- NeurIPS 2024
Workshop paperMemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- Irene Ko
- Sihui Dai
- et al.
- 2024
- NeurIPS 2024
Workshop paperRecurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
- Paul Soulos
- Aleksandar Terzic
- et al.
- 2024
- NeurIPS 2024
Workshop paperMESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- Ryan Zhang
- Herbert Woisetschläger
- et al.
- 2024
- NeurIPS 2024
Workshop paperCombining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- Megh Thakkar
- Yash More
- et al.
- 2024
- NeurIPS 2024
Workshop paperInterleaving Text and Number Embeddings to Solve Mathemathics Problems
- Marvin Alberts
- Gianmarco Gabrieli
- et al.
- 2024
- NeurIPS 2024
Workshop paperUnified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
Workshop paperSocialStigmaQA Spanish and Japanese - Towards Multicultural Adaptation of Social Bias Benchmarks
- Clara Higuera Cabañes
- Ryo Iwaki
- et al.
- 2024
- NeurIPS 2024
Workshop paperAccelerating Advanced Data Visualization with RAG-Based In-Context Learning—A Novel Assistant for Scientific Workflows
- Holt Bui
- Brandi Ransom
- et al.
- 2024
- MRS Fall Meeting 2024
Poster