模型初始化 研究团队对指令调优的IDEFICS2-8B 模型(Laurençon et al., 2024)进行了微调,模型的各项任务通过相应的提示进行区分。训练期间,超参数保持固定,以确保不同的持续学习轮次和系统变体之间的一致性。在进行首次互动轮次之前,团队使用 104 个成功的人类交互示例对模型进行了初始化微调,并将这些数据在后续的...
2023),它采用Kronecker乘积对AB进行矩阵分解;2) LoHa(Yeh等人,2023)将香草LoRA分解为两个LoRA分支的哈达玛产物;3) FLoRA(Si等人,2024)引入了一个基于Tucker分解的额外核心,以保持与原始空间的一致拓扑结构4)AdaLoRA(Zhang等人,2023)以奇异值分解的形式对预训练权重矩阵的增量更新进行参数化;以及5)DoRA(Liu等人,202...
Our paper entitled "Adaptive Immune-based Sound-Shape code Substitution for Adversarial Chinese Text Attacks" has been accepted by EMNLP2024. Adaptive Immune-based Sound-Shape code Substitution for Adversarial Chinese Text Attacks Ao Wang, Xinghao Yang, Chen Li, Bao-di Liu, Weifeng Liu Adversarial ...
Updated Feb 22, 2024 roomylee / nlp-papers-with-arxiv Star 430 Code Issues Pull requests Statistics and accepted paper list of NLP conferences with arXiv link nlp naacl natural-language-processing acl arxiv computational-linguistics emnlp emnlp2019 acl2020 emnlp2020 Updated Jul 24, 2021 ...
This is the official repository of the EMNLP 2024 paper: Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension. - lynneeai/QASE
Code and dataset for the EMNLP 2024 paper: GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory - HKUST-KnowComp/GoldCoin
Caption enhancement algorithm described in the paper "TROPE: TRaining-Free Object-Part Enhancement for Seamlessly Improving Fine-Grained Zero-Shot Image Captioning" (EMNLP 2024 Findings). arXiv: arriving October 1st ACL Anthology: arriving soon Overview TROPE is an automatic caption evaluation metric th...
🎊Our Paper has been accepted by EMNLP2024!!About ChartInsightsChartInsights Overall & Evaluation DesignFigure 1: The Pipeline for Evaluating MLLMs with ChartInsights In this paper, we aim to systematically investigate the capabilities of GPT-4o in addressing 10 low-level data analysis tasks. ...
Official repository for the EMNLP 2024 paper"From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis" ⚙️ Setup git clone https://github.com/steven-ccq/VisualReasoner.gitcdVisualReasoner Environment #Python 3.8pip install -r requirements.txt ...
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM,Su et al.,arXiv 2024, [Paper] I-iii: (Mitigating) Solutions Faithful to context Fine-tuning Large Language Models with Controllable Working Memory,Li et al.,ACL 2023, [Paper] ...