语言大模型 / LLM

PARSE-Ego4D: Personal Action Recommendation Suggestions for Egocentric Videos

Steven Abreu, Tiffany D. Do, Karan Ahuja, Eric J. Gonzalez, Lee Payne, Daniel McDuff, Mar Gonzalez-Franco

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Observations on LLMs for Telecom Domain: Capabilities and Limitations

Sumit Soman, Ranjani H G

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 11 pages, 2 figures, 8 tables

Transparent and Scrutable Recommendations Using Natural Language User Profiles

Jerome Ramos, Hossen A. Rahmani, Xi Wang, Xiao Fu, Aldo Lipani

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments ACL 2024 (main)

A Framework For Discussing LLMs as Tools for Qualitative Analysis

James Eschrich, Sarah Sterman

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 4 pages, 1 table. Presented at the "LLMs as Research Tools" workshop at CHI 2024 (https://dl.acm.org/doi/10.1145/3613905.3636301)

CHOP: Integrating ChatGPT into EFL Oral Presentation Practice

Jungyoub Cha, Jieun Han, Haneul Yoo, Alice Oh

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs

Sanjeet Singh, Shreya Gupta, Niralee Gupta, Naimish Sharma, Lokesh Srivastava, Vibhu Agarwal, Ashutosh Modi

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at BioNLP Workshop at ACL 2024; 21 pages (9 pages main content)

Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text

Sara Abdali, Richard Anarfi, CJ Barberan, Jia He

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction

Xueren Ge, Satpathy Abhishek, Ronald Dean Williams, John A. Stankovic, Homa Alemzadeh

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens

Ting-Ji Huang, Jia-Qi Yang, Chunxu Shen, Kai-Qi Liu, De-Chuan Zhan, Han-Jia Ye

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security

Xuanqing Liu, Luyang Kong, Runhui Wang, Patrick Song, Austin Nevins, Henrik Johnson, Nimish Amlathe, Davor Golac

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments KDD 2024 Camera Ready; 11 pages, 8 figures

Creating Language-driven Spatial Variations of Icon Images

Xianghao Xu, Aditya Ganeshan, Karl D. D. Willis, Yewen Pu, Daniel Ritchie

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Retrieval Augmented Generation for Domain-specific Question Answering

Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga, Mengjiao Zhang, Trung Bui, Varun Kotte

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments AAAI 2024 (Association for the Advancement of Artificial Intelligence) Scientific Document Understanding Workshop

Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs

Siyuan Guo, Aniket Didolkar, Nan Rosemary Ke, Anirudh Goyal, Ferenc Huszár, Bernhard Schölkopf

专题命中 领域大模型 ：LLM(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Desirable Characteristics for AI Teaching Assistants in Programming Education

Paul Denny, Stephen MacNeil, Jaromir Savelka, Leo Porter, Andrew Luxton-Reilly

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted to ITiCSE 2024

Generative Artificial Intelligence: A Systematic Review and Applications

Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar, Fiona Carroll

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

UniCL: A Universal Contrastive Learning Framework for Large Time Series Models

Jiawei Li, Jingshu Peng, Haoyang Li, Lei Chen

专题命中 领域大模型 ：foundation model(abstract)；pretraining(abstract)；分类 cs.CL、cs.AI、cs.LG

What is it for a Machine Learning Model to Have a Capability?

Jacqueline Harding, Nathaniel Sharadin

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments forthcoming in the British Journal for the Philosophy of Science (BJPS)

The AI Review Lottery: Widespread AI-Assisted Peer Reviews Boost Paper Scores and Acceptance Rates

Giuseppe Russo Latona, Manoel Horta Ribeiro, Tim R. Davidson, Veniamin Veselovsky, Robert West

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Manoel Horta Ribeiro, Tim R. Davidson, and Veniamin Veselovsky contributed equally to this work

Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

Wenhan Lyu, Yimeng Wang, Tingting, Chung, Yifan Sun, Yixuan Zhang

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted to Learning @ Scale 2024

MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch

Nadia Saeed

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 7 pages, 4 figures, Clinical NLP 2024 Workshop

Let's Ask AI About Their Programs: Exploring ChatGPT's Answers To Program Comprehension Questions

Teemu Lehtinen, Charles Koutcheme, Arto Hellas

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Targeted Visualization of the Backbone of Encoder LLMs

Isaac Roberts, Alexander Schulz, Luca Hermes, Barbara Hammer

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations

Vinicius G. Goecks, Nicholas Waytowich

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at the NATO Science and Technology Organization Symposium (ICMCIS) organized by the Information Systems Technology (IST) Panel, IST-205-RSY - the ICMCIS, held in Koblenz, Germany, 23-24 April 2024

EAGLE: A Domain Generalization Framework for AI-generated Text Detection

Amrita Bhattacharjee, Raha Moraffah, Joshua Garland, Huan Liu

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Multimodal Transformer for Comics Text-Cloze

Emanuele Vivoli, Joan Lafuente Baeza, Ernest Valveny Llobet, Dimosthenis Karatzas

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Generative News Recommendation

Shen Gao, Jiabao Fang, Quan Tu, Zhitao Yao, Zhumin Chen, Pengjie Ren, Zhaochun Ren

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted by WWW 2024

ChatCell: Facilitating Single-Cell Analysis with Natural Language

Yin Fang, Kangwei Liu, Ningyu Zhang, Xinle Deng, Penghui Yang, Zhuo Chen, Xiangru Tang, Mark Gerstein, Xiaohui Fan, Huajun Chen

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments I have decided to temporarily withdraw this draft as I am in the process of making further revisions to improve its content. Code: https://github.com/zjunlp/ChatCell Dataset: https://huggingface.co/datasets/zjunlp/ChatCell-Instructions Demo: https://chat.openai.com/g/g-vUwj222gQ-chatcell

Exploring patient trust in clinical advice from AI-driven LLMs like ChatGPT for self-diagnosis

Delong Du, Richard Paluch, Gunnar Stevens, Claudia Müller

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Journal ref International Conference Trusting in Care Technology, February 15/16, 2024, Delmenhorst, Germany

LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text

Dor Bernsohn, Gil Semo, Yaron Vazana, Gila Hayat, Ben Hagag, Joel Niklaus, Rohit Saha, Kyryl Truskovskyi

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Common errors in Generative AI systems used for knowledge extraction in the climate action domain

Denis Havlik, Marcelo Pias

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)