Luis Lastras

1. doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset
   2020/11/12 by Song Feng, Feng, Song, Hui Wan +9 · 10 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
2. API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
   2024/02/23 by Kinjal Basu, Basu, Kinjal, Ibrahim Abdelaziz +17 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
3. NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
   2024/09/04 by Kinjal Basu, Basu, Kinjal, Ibrahim Abdelaziz +22 · 17 citations
   Computer Science · Business, Management and Accounting · #Service-Oriented Architecture and Web Services #Digital Rights Management and Security #Business Process Modeling and Analysis
4. Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
   2024/06/27 by Ibrahim Abdelaziz, Abdelaziz, Ibrahim, Kinjal Basu +49 · 16 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
5. Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
   2025/02/14 by Leonid Karlinsky, Granite Vision Team, Assaf Arbelle +119 · 11 citations
   Business, Management and Accounting · #Competitive and Knowledge Intelligence
6. Information Theoretic Lower Bounds on Negative Log Likelihood
   2019/04/12 by Luis Lastras, Lastras, Luis A. · 2 citations
   Computer Science · Mathematics · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
7. DG2: Data Augmentation Through Document Grounded Dialogue Generation
   2021/12/15 by Qingyang Wu, Wu, Qingyang, Song Feng +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
8. Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities
   2025/05/13 by George Saon, Avihu Dekel, Saon, George +44 · 7 citations
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Semantic Web and Ontologies
9. ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding
   2026/03/28 by Jovana Kondic, Pengyuan Li, Dhiraj Joshi +24 · 1 voice
   Computer Science · #cs.CV #cs.AI #cs.CL
10. Granite Embedding Models
    2025/02/27 by Parul Awasthy, Aashka Trivedi, Awasthy, Parul +39 · 4 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Advanced Graph Neural Networks
11. Towards a Unification of Logic and Information Theory
    2023/01/25 by Luis Lastras, Lastras, Luis A., Barry Trager +10 · 1 citation
    Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Logic in Computer Science (cs.LO) #Optical Network Technologies
12. Granite Embedding R2 Models
    2025/08/26 by Parul Awasthy, Awasthy, Parul, Aashka Trivedi +36 · 4 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Natural Language Processing Techniques
13. The Eighth Dialog System Technology Challenge
    2019/11/14 by Seokhwan Kim, Michel Galley, Kim, Seokhwan +39 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
14. A Non-autoregressive Model for Joint STT and TTS
    2025/01/15 by Vishal Sunder, Brian Kingsbury, Sunder, Vishal +11 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
15. ToolRM: Outcome Reward Models for Tool-Calling Large Language Models
    2025/09/15 by Mayank Agarwal, Ibrahim Abdelaziz, Agarwal, Mayank +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling