Faisal Ladhak
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 535 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- A Comparative Study of Clinical ModernBERT and BioMedical ModernBERT on the DDXPlus Dataset
2024/12/18 by Benjamin Warner, Warner, Benjamin, Antoine Chaffin +25 · 8 voices · 156 citations
Computer Science · #Advanced Data Compression Techniques #Human Pose and Action Recognition #Video Analysis and Summarization #cs.AI #cs.CL
- Whose Opinions Do Language Models Reflect?
2023/03/30 by Shibani Santurkar, Santurkar, Shibani, Esin Durmus +9 · 2 voices · 120 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
- Benchmarking Large Language Models for News Summarization
2023/01/31 by Tianyi Zhang, Faisal Ladhak, Zhang, Tianyi +9 · 2 voices · 42 citations
#cs.CL #cs.AI #cs.LG
- From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
2023/09/08 by Griffin Adams, Adams, Griffin, Alexander Fabbri +7 · 5 voices · 5 citations
#cs.CL
- Evaluating Human-Language Model Interaction
2022/12/19 by Mina Lee, Lee, Mina, Megha Srivastava +33 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
2021/02/02 by Sebastian Gehrmann, Tosin Adewumi, Gehrmann, Sebastian +109 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling
2025/04/11 by Krishna C. Puvvada, Puvvada, Krishna C., Faisal Ladhak +19 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- Aligning Large Language Models via Fine-grained Supervision
2024/06/04 by Dehong Xu, Liang Qiu, Xu, Dehong +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution
2025/03/28 by Simeng Sun, Sun, Simeng, Cheng-Ping Hsieh +8 · 3 citations
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Software System Performance and Reliability