语言大模型 / LLM

Generative AI as a metacognitive agent: A comparative mixed-method study with human participants on ICF-mimicking exam performance

Jelena Pavlovic, Jugoslav Krstic, Luka Mitrovic, Djordje Babic, Adrijana Milosavljevic, Milena Nikolic, Tijana Karaklic, Tijana Mitrovic

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

MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation

Kuan-Chieh Wang, Daniil Ostashev, Yuwei Fang, Sergey Tulyakov, Kfir Aberman

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

Comments Project Website: https://snap-research.github.io/mixture-of-attention, Same as previous version, only updated metadata because bib was missing an author name

Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods

Sara Klein, Simon Weissmann, Leif Döring

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

Comments 54 pages, 2 figures, ICLR 2024

The Topos of Transformer Networks

Mattia Jacopo Villani, Peter McBurney

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

Comments Requires major revision

SGHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Singapore

Ri Chi Ng, Nirmalendu Prakash, Ming Shan Hee, Kenny Tsu Wei Choo, Roy Ka-Wei Lee

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

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking

Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Violet Peng, Miryung Kim

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

Comments NAACL 2024 Findings

An Interactive Framework for Profiling News Media Sources

Nikhil Mehta, Dan Goldwasser

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

Comments NAACL 2024 Main Conference

Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval

Young Kyun Jang, Donghyun Kim, Zihang Meng, Dat Huynh, Ser-Nam Lim

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

Comments 15 pages

Text2Grasp: Grasp synthesis by text prompts of object grasping parts

Xiaoyun Chang, Yi Sun

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

Understanding the role of FFNs in driving multilingual behaviour in LLMs

Sunit Bhattacharya, Ondřej Bojar

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

Comments 10 pages

BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational Bioimaging

Wanlu Lei, Caterina Fuster-Barceló, Gabriel Reder, Arrate Muñoz-Barrutia, Wei Ouyang

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

Comments 15 pages, 2 figures

DUPE: Detection Undermining via Prompt Engineering for Deepfake Text

James Weichert, Chinecherem Dimobi

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

Comments 10 pages, 2 figures

The Impact of AI Tool on Engineering at ANZ Bank An Empirical Study on GitHub Copilot within Corporate Environment

Sayan Chatterjee, Ching Louis Liu, Gareth Rowland, Tim Hogarth

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

Comments 16 pages, 4 figures. in proceeding for 10th International Conference on Software Engineering (SEC 2024)

Deceptive Patterns of Intelligent and Interactive Writing Assistants

Karim Benharrak, Tim Zindulka, Daniel Buschek

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

Comments Published as a workshop paper to the In2Writing workshop at CHI 2024

Predicting Side Effect of Drug Molecules using Recurrent Neural Networks

Collin Beaudoin, Koustubh Phalak, Swaroop Ghosh

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

Comments 6 pages, 4 figures, 2 tables

Open-Source AI-based SE Tools: Opportunities and Challenges of Collaborative Software Learning

Zhihao Lin, Wei Ma, Tao Lin, Yaowen Zheng, Jingquan Ge, Jun Wang, Jacques Klein, Tegawende Bissyande, Yang Liu, Li Li

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

SemEval-2024 Task 8: Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection

Ayan Datta, Aryan Chandramania, Radhika Mamidi

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

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang

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

Comments 32 pages, 3 figures, 4 tables

Integrating Explanations in Learning LTL Specifications from Demonstrations

Ashutosh Gupta, John Komp, Abhay Singh Rajput, Krishna Shankaranarayanan, Ashutosh Trivedi, Namrita Varshney

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

Comments 21 Pages, 13 Page Appendix

Secret Keepers: The Impact of LLMs on Linguistic Markers of Personal Traits

Zhivar Sourati, Meltem Ozcan, Colin McDaniel, Alireza Ziabari, Nuan Wen, Ala Tak, Fred Morstatter, Morteza Dehghani

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

NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps

Kristina Gligoric, Myra Cheng, Lucia Zheng, Esin Durmus, Dan Jurafsky

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

Comments NAACL 2024 (Main conference)

TopicGPT: A Prompt-based Topic Modeling Framework

Chau Minh Pham, Alexander Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer

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

Comments Accepted to NAACL 2024 (Main conference)

User Modeling Challenges in Interactive AI Assistant Systems

Megan Su, Yuwei Bao

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

Conditions on Preference Relations that Guarantee the Existence of Optimal Policies

Jonathan Colaço Carr, Prakash Panangaden, Doina Precup

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

Comments v2: replaced with accepted AISTATS 2024 version, containing a new summary figure and one extra example. Results and conclusions are unchanged

Conversational Grounding: Annotation and Analysis of Grounding Acts and Grounding Units

Biswesh Mohapatra, Seemab Hassan, Laurent Romary, Justine Cassell

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

Journal ref LREC-COLING 2024

Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs

Xiaobin Zhang, Liangjun Zang, Qianwen Liu, Shuchong Wei, Songlin Hu

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

Comments 8 pages,6 figures.Accepted to the International Joint Conference on Neural Networks (IJCNN2024)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages

Jinyi Hu, Yuan Yao, Chongyi Wang, Shan Wang, Yinxu Pan, Qianyu Chen, Tianyu Yu, Hanghao Wu, Yue Zhao, Haoye Zhang, Xu Han, Yankai Lin, Jiao Xue, Dahai Li, Zhiyuan Liu, Maosong Sun

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

Comments https://github.com/OpenBMB/VisCPM.git

From Perils to Possibilities: Understanding how Human (and AI) Biases affect Online Fora

Virginia Morini, Valentina Pansanella, Katherine Abramski, Erica Cau, Andrea Failla, Salvatore Citraro, Giulio Rossetti

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

Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites

Hans W. A. Hanley, Zakir Durumeric

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

Comments Accepted to ICWSM 2024

$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis

Zishun Yu, Yunzhe Tao, Liyu Chen, Tao Sun, Hongxia Yang

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