语言大模型 / LLM

Enhancing Data Privacy in Large Language Models through Private Association Editing

Davide Venditti, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Humanity in AI: Detecting the Personality of Large Language Models

Baohua Zhan, Yongyi Huang, Wenyao Cui, Huaping Zhang, Jianyun Shang

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study

Keyu Wang, Guilin Qi, Jiaqi Li, Songlin Zhai

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding

Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments EMNLP 2024 Main

LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge

Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 15 pages, 1 figure, Will appear in "The 1st LLMs4OL Challenge @ ISWC 2024" proceedings

Doppelgänger's Watch: A Split Objective Approach to Large Language Models

Shervin Ghasemlou, Ashish Katiyar, Aparajita Saraf, Seungwhan Moon, Mangesh Pujari, Pinar Donmez, Babak Damavandi, Anuj Kumar

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

A Fused Large Language Model for Predicting Startup Success

Abdurahman Maarouf, Stefan Feuerriegel, Nicolas Pröllochs

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Journal ref European Journal of Operational Research (2024)

A longitudinal sentiment analysis of Sinophobia during COVID-19 using large language models

Chen Wang, Rohitash Chandra

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages

Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by ACL 2024 Main Conference

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics 2024 (Volume 1: Long Papers)

ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model

Xuanqing Yu, Wangtao Sun, Jingwei Li, Kang Liu, Chengbao Liu, Jie Tan

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 16 pages, ACL 2024 Findings

Follow-Up Questions Improve Documents Generated by Large Language Models

Bernadette J Tix

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Multi-Turn Context Jailbreak Attack on Large Language Models From First Principles

Xiongtao Sun, Deyue Zhang, Dongdong Yang, Quanchen Zou, Hui Li

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements

Yushan Qian, Wei-Nan Zhang, Ting Liu

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Findings of EMNLP 2023

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models

Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Sixiang Chen, Tian Ye, Renjing Pei, Kaiwen Zhou, Fenglong Song, Lei Zhu

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Artificial Agency and Large Language Models

Maud van Lier, Gorka Muñoz-Gil

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted for publication in journal Intellectica, special issue "Philosophies of AI: thinking and writing with LLMs" (Intellectica, issue 81)

Evaluating Large Language Models' Ability Using a Psychiatric Screening Tool Based on Metaphor and Sarcasm Scenarios

Hiromu Yakura

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Large Language Models as Misleading Assistants in Conversation

Betty Li Hou, Kejian Shi, Jason Phang, James Aung, Steven Adler, Rosie Campbell

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Next Generation of AI Safety Workshop, 41st International Conference on Machine Learning (ICML 2024)

Exploring the Adversarial Capabilities of Large Language Models

Lukas Struppek, Minh Hieu Le, Dominik Hintersdorf, Kristian Kersting

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

MenuCraft: Interactive Menu System Design with Large Language Models

Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Leveraging Graph Structures to Detect Hallucinations in Large Language Models

Noa Nonkes, Sergei Agaronian, Evangelos Kanoulas, Roxana Petcu

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Journal ref Proceedings of the TextGraphs-17 Workshop, ACL 2024

SOS! Soft Prompt Attack Against Open-Source Large Language Models

Ziqing Yang, Michael Backes, Yang Zhang, Ahmed Salem

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Learning and Forgetting Unsafe Examples in Large Language Models

Jiachen Zhao, Zhun Deng, David Madras, James Zou, Mengye Ren

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments accepted by ICML 24

Captioning Visualizations with Large Language Models (CVLLM): A Tutorial

Giuseppe Carenini, Jordon Johnson, Ali Salamatian

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 6 pages, 4 figures

Understanding the Role of User Profile in the Personalization of Large Language Models

Bin Wu, Zhengyan Shi, Hossein A. Rahmani, Varsha Ramineni, Emine Yilmaz

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Modeling Emotions and Ethics with Large Language Models

Edward Y. Chang

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 4 figures, 3 tables

Journal ref IEEE MIPR 2024

DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms

Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min Zhang

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted to ACL 2024 main conference

Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models

Shruthi K. Hiremath, Thomas Ploetz

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments 6 pages, 2 figures

Is the System Message Really Important to Jailbreaks in Large Language Models?

Xiaotian Zou, Yongkang Chen, Ke Li

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 13 pages,3 figures

Scope Ambiguities in Large Language Models

Gaurav Kamath, Sebastian Schuster, Sowmya Vajjala, Siva Reddy

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments To be published in Transactions of the Association for Computational Linguistics

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments ACL 2024 Main