Summary of Vibecheck: Discover and Quantify Qualitative Differences in Large Language Models, by Lisa Dunlap et al.
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Modelsby Lisa Dunlap, Krishna Mandal, Trevor…
Summary of Investigating Implicit Bias in Large Language Models: a Large-scale Study Of Over 50 Llms, by Divyanshu Kumar et al.
Investigating Implicit Bias in Large Language Models: A Large-Scale Study of Over 50 LLMsby Divyanshu…
Summary of Identifying Task Groupings For Multi-task Learning Using Pointwise V-usable Information, by Yingya Li et al.
Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Informationby Yingya Li, Timothy Miller, Steven…
Summary of Toolbridge: An Open-source Dataset to Equip Llms with External Tool Capabilities, by Zhenchao Jin et al.
ToolBridge: An Open-Source Dataset to Equip LLMs with External Tool Capabilitiesby Zhenchao Jin, Mengchen Liu,…
Summary of A Recipe For Building a Compliant Real Estate Chatbot, by Navid Madani et al.
A Recipe For Building a Compliant Real Estate Chatbotby Navid Madani, Anusha Bagalkotkar, Supriya Anand,…
Summary of Applying Refusal-vector Ablation to Llama 3.1 70b Agents, by Simon Lermen and Mateusz Dziemian and Govind Pimpale
Applying Refusal-Vector Ablation to Llama 3.1 70B Agentsby Simon Lermen, Mateusz Dziemian, Govind PimpaleFirst submitted…
Summary of Simplestrat: Diversifying Language Model Generation with Stratification, by Justin Wong et al.
SimpleStrat: Diversifying Language Model Generation with Stratificationby Justin Wong, Yury Orlovskiy, Michael Luo, Sanjit A.…
Summary of Executing Arithmetic: Fine-tuning Large Language Models As Turing Machines, by Junyu Lai et al.
Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machinesby Junyu Lai, Jiahe Xu, Yao Yang,…
Summary of Optima: Optimizing Effectiveness and Efficiency For Llm-based Multi-agent System, by Weize Chen et al.
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent Systemby Weize Chen, Jiarui Yuan, Chen Qian,…
Summary of Sparsegrad: a Selective Method For Efficient Fine-tuning Of Mlp Layers, by Viktoriia Chekalina et al.
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layersby Viktoriia Chekalina, Anna Rudenko, Gleb…