LAB: Large-Scale Alignment for ChatBots

LAB: Large-Scale Alignment for ChatBots

2 March 2024

Shivchander Sudalairaj

Abhishek Bhandwaldar

Kai Xu

Akash Srivastava

Papers citing "LAB: Large-Scale Alignment for ChatBots"

18 / 18 papers shown

Title
We Need Improved Data Curation and Attribution in AI for Scientific Discovery Mara Graziani Antonio Foncubierta Dimitrios Christofidellis Irina Espejo Morales Malina Molnar Marvin Alberts Matteo Manica Jannis Born 39 0 0 03 Apr 2025
Scopes of Alignment Kush R. Varshney Zahra Ashktorab Djallel Bouneffouf Matthew D Riemer Justin D. Weisz 34 0 0 15 Jan 2025
Supervision-free Vision-Language Alignment Giorgio Giannone Ruoteng Li Qianli Feng Evgeny Perevodchikov Rui Chen Aleix M. Martinez VLM 58 0 0 08 Jan 2025
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs Aldo Pareja Nikhil Shivakumar Nayak Hao Wang Krishnateja Killamsetty Shivchander Sudalairaj ... Guangxuan Xu Kai Xu Ligong Han Luke Inglis Akash Srivastava 78 6 0 17 Dec 2024
A Survey on Data Synthesis and Augmentation for Large Language Models Ke Wang Jiahui Zhu Minjie Ren Z. Liu Shiwei Li ... Chenkai Zhang Xiaoyu Wu Qiqi Zhan Qingjie Liu Yunhong Wang SyDa 36 15 0 16 Oct 2024
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection Han Shen Pin-Yu Chen Payel Das Tianyi Chen ALM 26 11 0 09 Oct 2024
Multi-Document Grounded Multi-Turn Synthetic Dialog Generation Young-Suk Lee Chulaka Gunasekara Danish Contractor Ramón Fernandez Astudillo Radu Florian 17 1 0 17 Sep 2024
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support Paulina Toro Isaza Michael Nidd Noah Zheutlin Jae-wook Ahn Chidansh Amitkumar Bhatt Yu Deng R. Mahindru M. Franz Hans Florian Salim Roukos RALM 19 0 0 06 Sep 2024
Programming Refusal with Conditional Activation Steering Bruce W. Lee Inkit Padhi K. Ramamurthy Erik Miehling Pierre L. Dognin Manish Nagireddy Amit Dhurandhar LLMSV 89 13 0 06 Sep 2024
OnlySportsLM: Optimizing Sports-Domain Language Models with SOTA Performance under Billion Parameters Zexin Chen Chengxi Li Xiangyu Xie Parijat Dube ALM 20 2 0 30 Aug 2024
Docling Technical Report Christoph Auer Maksym Lysak Ahmed Nassar Michele Dolfi Nikolaos Livathinos ... Valéry Weber Lucas Morin Ingmar Meijer Viktor Kuropiatnyk Peter W. J. Staar LMTD 19 6 0 19 Aug 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks Ibrahim Abdelaziz Kinjal Basu Mayank Agarwal Sadhana Kumaravel Matthew Stallone ... Merve Unuvar David D. Cox Salim Roukos Luis A. Lastras Pavan Kapanipathi LLMAG 28 18 0 27 Jun 2024
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts Junmo Kang Leonid Karlinsky Hongyin Luo Zhen Wang Jacob A. Hansen James Glass David D. Cox Rameswar Panda Rogerio Feris Alan Ritter MoMe MoE 34 8 0 17 Jun 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey Lin Long Rui Wang Ruixuan Xiao Junbo Zhao Xiao Ding Gang Chen Haobo Wang SyDa 48 88 0 14 Jun 2024
Distributional Preference Alignment of LLMs via Optimal Transport Igor Melnyk Youssef Mroueh Brian M. Belgodere Mattia Rigotti Apoorva Nitsure Mikhail Yurochkin Kristjan Greenewald Jirí Navrátil Jerret Ross 34 11 0 09 Jun 2024
$$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning$ $\textit{Trans-LoRA}$ : towards data-free Transferable Parameter Efficient Finetuning Runqian Wang Soumya Ghosh David D. Cox Diego Antognini Aude Oliva Rogerio Feris Leonid Karlinsky 30 1 0 27 May 2024
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation Anna C. Doris Daniele Grandi Ryan Tomich Md Ferdous Alam Hyunmin Cheong Faez Ahmed 30 14 0 11 Apr 2024
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022