大模型推理能力

Demystifying Reinforcement Learning in Production Scheduling via Explainable AI

Daniel Fischer, Hannah M. Hüsener, Felix Grumbach, Lukas Vollenkemper, Arthur Müller, Pascal Reusch

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Large Language Models Understand Layout

Weiming Li, Manni Duan, Dong An, Yan Shao

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments This paper has been accepted by ECAI-2024

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Melisa Russak, Umar Jamil, Christopher Bryant, Kiran Kamble, Axel Magnuson, Mateusz Russak, Waseem AlShikh

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes

Heejae Chon, Seonghyeon Lee, Jinyoung Yeo, Dongha Lee

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Comments 15pages, 6 figures, 8 tables

Understanding Defects in Generated Codes by Language Models

Ali Mohammadi Esfahani, Nafiseh Kahani, Samuel A. Ajila

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.AI

Hermes 3 Technical Report

Ryan Teknium, Jeffrey Quesnelle, Chen Guang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

To Code, or Not To Code? Exploring Impact of Code in Pre-training

Viraat Aryabumi, Yixuan Su, Raymond Ma, Adrien Morisot, Ivan Zhang, Acyr Locatelli, Marzieh Fadaee, Ahmet Üstün, Sara Hooker

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model

Chenhan Yuan, Fei Huang, Ru Peng, Keming Lu, Bowen Yu, Chang Zhou, Jingren Zhou

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments 16 pages

NoMatterXAI: Generating "No Matter What" Alterfactual Examples for Explaining Black-Box Text Classification Models

Tuc Nguyen, James Michels, Hua Shen, Thai Le

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Towards Holistic Disease Risk Prediction using Small Language Models

Liv Björkdahl, Oskar Pauli, Johan Östman, Chiara Ceccobello, Sara Lundell, Magnus Kjellberg

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Comments 6 pages, submitted to ICMLA

AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts

Zefang Liu, Jiahua Luo

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Bot or Human? Detecting ChatGPT Imposters with A Single Question

Hong Wang, Xuan Luo, Weizhi Wang, Xifeng Yan

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Integrating Cognitive AI with Generative Models for Enhanced Question Answering in Skill-based Learning

Rochan H. Madhusudhana, Rahul K. Dass, Jeanette Luu, Ashok K. Goel

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.AI

Comments 9 pages, 6 figures, 1 table

Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles

Xuchuan Li, Fei Huang, Jianrong Lv, Zhixiong Xiao, Guolong Li, Yang Yue

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models

Daqin Luo, Chengjian Feng, Yuxuan Nong, Yiqing Shen

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Comments Accpeted by ACMMM2024

Are Bigger Encoders Always Better in Vision Large Models?

Bozhou Li, Hao Liang, Zimo Meng, Wentao Zhang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Through the Looking Glass, and what Horn Clause Programs Found There

Paul Tarau

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Ontology in Hybrid Intelligence: a concise literature review

Salvatore F. Pileggi

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Why Machines Can't Be Moral: Turing's Halting Problem and the Moral Limits of Artificial Intelligence

Massimo Passamonti

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Adversarial Databases Improve Success in Retrieval-based Large Language Models

Sean Wu, Michael Koo, Li Yo Kao, Andy Black, Lesley Blum, Fabien Scalzo, Ira Kurtz

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments 24 pages, 3 figures, 11 tables

RoboGolf: Mastering Real-World Minigolf with a Reflective Multi-Modality Vision-Language Model

Hantao Zhou, Tianying Ji, Lukas Sommerhalder, Michael Goerner, Norman Hendrich, Jianwei Zhang, Fuchun Sun, Huazhe Xu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Comments Project page: https://jity16.github.io/RoboGolf/

Reconstruct the Pruned Model without Any Retraining

Pingjie Wang, Ziqing Fan, Shengchao Hu, Zhe Chen, Yanfeng Wang, Yu Wang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Comments 18 pages

Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models

Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Vamos: Versatile Action Models for Video Understanding

Shijie Wang, Qi Zhao, Minh Quan Do, Nakul Agarwal, Kwonjoon Lee, Chen Sun

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Comments Accepted to ECCV 2024 (European Conference on Computer Vision). Code and models are released at https://brown-palm.github.io/Vamos/

Evaluating Nuanced Bias in Large Language Model Free Response Answers

Jennifer Healey, Laurie Byrum, Md Nadeem Akhtar, Moumita Sinha

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments 14 pages, 0 figures, submitted to NLDB 2024, Turin, Italy

RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL

Zhenhe Wu, Zhongqiu Li, Jie Zhang, Mengxiang Li, Yu Zhao, Ruiyu Fang, Zhongjiang He, Xuelong Li, Zhoujun Li, Shuangyong Song

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments Further improvement and modification are needed.

Development of Cognitive Intelligence in Pre-trained Language Models

Raj Sanjay Shah, Khushi Bhardwaj, Sashank Varma

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

FLAIR: Feeding via Long-horizon AcquIsition of Realistic dishes

Rajat Kumar Jenamani, Priya Sundaresan, Maram Sakr, Tapomayukh Bhattacharjee, Dorsa Sadigh

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

Comments RSS 2024

Just CHOP: Embarrassingly Simple LLM Compression

Ananya Harsh Jha, Tom Sherborne, Evan Pete Walsh, Dirk Groeneveld, Emma Strubell, Iz Beltagy

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments 13 pages, 6 figures, 6 tables

TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems

Jing Yang, Yu Zhao, Linyao Yang, Xiao Wang, Long Chen, Fei-Yue Wang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL

Comments 12 pages, 9 figures