语言大模型 / LLM

ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization

Kourosh Darvish, Marta Skreta, Yuchi Zhao, Naruki Yoshikawa, Sagnik Som, Miroslav Bogdanovic, Yang Cao, Han Hao, Haoping Xu, Alán Aspuru-Guzik, Animesh Garg, Florian Shkurti

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

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation

Andong Chen, Yuchen Song, Kehai Chen, Muyun Yang, Tiejun Zhao, Min Zhang

机构 * School of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学计算机科学与技术学院） 纠错

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

Comments Work in progress

Annotating References to Mythological Entities in French Literature

Thierry Poibeau

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

Journal ref CHR (Computational Humanities Research) -- Digital Methods for Mythological Research Workshop, Dec 2024, Aarhus (Danemark), Denmark

Revolutionizing Undergraduate Learning: CourseGPT and Its Generative AI Advancements

Ahmad M. Nazar, Mohamed Y. Selim, Ashraf Gaffar, Shakil Ahmed

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

Comments 8 pages

SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance

Caishuang Huang, Wanxu Zhao, Rui Zheng, Huijie Lv, Wenyu Zhan, Shihan Dou, Sixian Li, Xiao Wang, Enyu Zhou, Junjie Ye, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang

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

An Exploration of Pattern Mining with ChatGPT

Michael Weiss

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

Comments This is the author's version of the work. The definitive version of record was published in 29th European Conference on Pattern Languages of Programs, People, and Practices (EuroPLOP 2024), July 3-7, 2024, Irsee, Germany, ACM

Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification

Gyutae Park, Ingeol Baek, ByeongJeong Kim, Joongbo Shin, Hwanhee Lee

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

Comments 11 pages, 3 figures, 11 tables

The Impact of Geometric Complexity on Neural Collapse in Transfer Learning

Michael Munn, Benoit Dherin, Javier Gonzalvo

专题命中 其他LLM ：language model(abstract)；foundation model(abstract)；分类 cs.LG

Comments Accepted as a NeurIPS 2024 paper

Security of AI Agents

Yifeng He, Ethan Wang, Yuyang Rong, Zifei Cheng, Hao Chen

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

Comments updated version with figures

The Context of Crash Occurrence: A Complexity-Infused Approach Integrating Semantic, Contextual, and Kinematic Features

Meng Wang, Zach Noonan, Pnina Gershon, Bruce Mehler, Bryan Reimer, Shannon C. Roberts

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

SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering

Zouying Cao, Yifei Yang, Hai Zhao

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

Comments Extended version of paper accepted to AAAI 2025. 14 pages, 6 figures

From Votes to Volatility Predicting the Stock Market on Election Day

Igor L. R. Azevedo, Toyotaro Suzumura

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

Probability of Differentiation Reveals Brittleness of Homogeneity Bias in GPT-4

Messi H. J. Lee, Calvin K. Lai

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

Exploring the Limitations of Detecting Machine-Generated Text

Jad Doughman, Osama Mohammed Afzal, Hawau Olamide Toyin, Shady Shehata, Preslav Nakov, Zeerak Talat

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

Comments Accepted to COLING 2025

Plentiful Jailbreaks with String Compositions

Brian R. Y. Huang

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

Comments NeurIPS SoLaR Workshop 2024

Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences

Alan Nawzad Amin, Nate Gruver, Yilun Kuang, Lily Li, Hunter Elliott, Calvin McCarter, Aniruddh Raghu, Peyton Greenside, Andrew Gordon Wilson

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

Comments Code available at https://github.com/AlanNawzadAmin/CloneBO

Enhancing Adversarial Resistance in LLMs with Recursion

Bryan Li, Sounak Bagchi, Zizhan Wang

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

Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective

Van-Cuong Pham, Thien Huu Nguyen

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

Comments EMNLP 2024

Infusing Prompts with Syntax and Semantics

Anton Bulle Labate, Fabio Gagliardi Cozman

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

Paraphrase-Aligned Machine Translation

Ke-Ching Chang, Chung-Chi Chen, An-Zi Yen

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

Privacy Risks in Reinforcement Learning for Household Robots

Miao Li, Wenhao Ding, Ding Zhao

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

Comments 7 pages, 4 figures, 2 tables

Project Report: Requirements for a Social Robot as an Information Provider in the Public Sector

Thomas Sievers, Nele Russwinkel

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

Journal ref KI - Kuenstliche Intelligenz 38, 145-149 (2024)

From Words to Workflows: Automating Business Processes

Laura Minkova, Jessica López Espejel, Taki Eddine Toufik Djaidja, Walid Dahhane, El Hassane Ettifouri

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

Comments Under review at Elsevier's Engineering Applications of Artificial Intelligence

Authorship Obfuscation in Multilingual Machine-Generated Text Detection

Dominik Macko, Robert Moro, Adaku Uchendu, Ivan Srba, Jason Samuel Lucas, Michiharu Yamashita, Nafis Irtiza Tripto, Dongwon Lee, Jakub Simko, Maria Bielikova

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

Comments Accepted to EMNLP 2024 Findings

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2024

In-Context Learning with Noisy Labels

Junyong Kang, Donghyun Son, Hwanjun Song, Buru Chang

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

Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs

Chiara Antico, Stefano Giordano, Cansu Koyuturk, Dimitri Ognibene

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

Comments Accepted for Italian Workshop on Artificial Intelligence for Human Machine Interaction (AIxHMI 2024), November 26, 2024, Bolzano, Italy

Politicians vs ChatGPT. A study of presuppositions in French and Italian political communication

Davide Garassino, Vivana Masia, Nicola Brocca, Alice Delorme Benites

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

Comments Published: 2024-07-04

Journal ref Vol. 1 No. 1 (2024): AI-Linguistica

MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model

Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich

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

Comments To be published in Findings of ACL 2024

AI-Driven Agents with Prompts Designed for High Agreeableness Increase the Likelihood of Being Mistaken for a Human in the Turing Test

U. León-Domínguez, E. D. Flores-Flores, A. J. García-Jasso, M. K. Gómez-Cuellar, D. Torres-Sánchez, A. Basora-Marimon

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

Comments 25 pages, 2 figures, 7 tables

DMQR-RAG: Diverse Multi-Query Rewriting for RAG

Zhicong Li, Jiahao Wang, Zhishu Jiang, Hangyu Mao, Zhongxia Chen, Jiazhen Du, Yuanxing Zhang, Fuzheng Zhang, Di Zhang, Yong Liu

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