Specifically, we focus on how to enforce control on LLM attacks. In this work, we formally formulate the controllable attack generation problem, and build a novel connection between this problem and controllable text generation, a well-explored topic of natural language processing. Based on this ...
With the rise of service globalization and the advent of LLMs, users are becoming increasingly active on the internet to discover services and engage in social interaction. Instead of browsing through vast amounts of information, users prefer to interact directly with smart devices for decision-maki...
To this end, we propose a novel method named LLMDTA by transferring the biological L arge L anguage M odel to solve the cold-start problems in DTA prediction. Specifically, we use molecular pretrained model Mol2Vec and protein language model ESM2 as feature extractors. To apply these pre-...
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Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain - add llm article to kb/smaples · cold-eye/L
iDeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning刷第二遍笔记1、twitter google brain专家网友认为,grpo 不是r1的核心收益点,反倒认为是cold start 、强化监督、sft(partly with rm)构成的迭代系统是关键。2、数据思维:刷deepseek其他文章后,觉得该团队一直把数据(数据清洗、数据...
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【#主办方回应杨幂论文查重率争议#:已关注到网友质疑】近日,演员杨幂在学术期刊发表文章一事引发关注。据报道,国家广电总局主管、中国广播电视社会组织联合会主办的学术期刊《中国广播电视学刊》(CSSCI扩展版、北大中文核心)在2024年第六期发表了一篇名为《浅谈影视剧中演员创作习惯——以电视剧<哈尔滨一九四四>为例》...
LLMDTA LLMDTA: Improving Cold-Start Prediction in Drug-Target Affinity with Biological LLM. Requirements gensim==4.3.1 matplotlib==3.2.2 mol2vec==0.1 numpy==1.23.4 pandas==1.5.2 rdkit==2023.3.2 scikit_learn==1.2.2 scipy==1.8.1 torch==1.8.2 tqdm==4.65.0 \ Install ESM2...
In this paper, we introduce a new LLM-based framework to configure which cutting plane separators to use for a given MILP problem with little to no training data based on characteristics of the instance, such as a natural language description of the problem and the associated LaTeX formulation....