Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight
in the Real World for Meeting Summarization?

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

1 February 2024

Md Tahmid Rahman Laskar

Elena Khasanova

Cheng-Hsiung Chen

TN ShashiBhushan

Papers citing "Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?"

17 / 17 papers shown

Title
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 39 0 0 10 Apr 2025
Reproducibility Study of Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation Jose L. Garcia Karolina Hajkova Maria Marchenko Carlos Miguel Patiño AAML 31 0 0 22 Feb 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Borui Xu Yao Chen Zeyi Wen Weiguo Liu Bingsheng He 64 1 0 02 Feb 2025
Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models Letian Gong Yan Lin Xinyue Zhang Yiwen Lu Xuedi Han Yichen Liu S. Guo Youfang Lin Huaiyu Wan 33 5 0 29 Oct 2024
Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy Tagore Rao Kosireddy Jeffrey D. Wall Evan Lucas 24 1 0 09 Oct 2024
Structured List-Grounded Question Answering Mujeen Sung Song Feng James Gung Raphael Shu Yi Zhang Saab Mansour RALM 22 0 0 04 Oct 2024
Hyper-Compression: Model Compression via Hyperfunction Fenglei Fan Juntong Fan Dayang Wang Jingbo Zhang Zelin Dong Shijun Zhang Ge Wang Tieyong Zeng 18 0 0 01 Sep 2024
Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom Extraction Reza Khanmohammadi A. Ghanem Kyle Verdecchia Ryan Hall Mohamed Elshaikh ... Bing Luo I. Chetty Tuka Alhanai Kundan Thind Mohammad M. Ghassemi 40 0 0 08 Aug 2024
Arctic-TILT. Business Document Understanding at Sub-Billion Scale Łukasz Borchmann Michał Pietruszka Wojciech Ja'skowski Dawid Jurkiewicz Piotr Halama ... Gabriela Nowakowska Artur Zawłocki Łukasz Duhr Paweł Dyda Michał Turski VLM 34 1 0 08 Aug 2024
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Anum Afzal Ribin Chalumattu Florian Matthes Laura Mascarell ALM ELM 19 4 0 16 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq R. Joty Jimmy Huang ELM ALM 25 27 0 04 Jul 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 14 0 17 Jun 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering Giacomo Frisoni Alessio Cocchieri Alex Presepi Gianluca Moro Zaiqiao Meng RALM MedIm 44 15 0 04 Mar 2024
Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization Md Tahmid Rahman Laskar Elena Khasanova Xue-Yong Fu Cheng-Hsiung Chen TN ShashiBhushan 17 1 0 29 Feb 2024
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 25 67 0 06 Oct 2023
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly Herbert Woisetschläger Alexander Erben Shiqiang Wang R. Mayer Hans-Arno Jacobsen FedML 24 17 0 04 Oct 2023
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M. Kabir Mohammed Saidul Islam Md Tahmid Rahman Laskar Mir Tafseer Nayeem M Saiful Bari Enamul Hoque LM&MA 19 15 0 22 Sep 2023