语言大模型 / LLM

IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI

Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Cathera Yang, Li Zhao, Jiang Bian

专题命中 其他LLM ：foundation model(title)；分类 cs.AI

Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization

Jonathan Ott, Jonas Pirkl, Maximilian Stahlke, Tobias Feigl, Christopher Mutschler

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

Multimodal Emotion Recognition with Vision-language Prompting and Modality Dropout

Anbin QI, Zhongliang Liu, Xinyong Zhou, Jinba Xiao, Fengrun Zhang, Qi Gan, Ming Tao, Gaozheng Zhang, Lu Zhang

专题命中 其他LLM ：prompting(title)；分类 cs.AI

A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model

Jingwen Zhou, Qinghua Lu, Jieshan Chen, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer

专题命中 其他LLM ：foundation model(title)；分类 cs.AI

Comments Under review

Brief state of the art in social information mining: Practical application in analysis of trends in French legislative 2024

Jose A. Garcia Gutierrez

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

Comments in Spanish language. Keywords: social media mining, AI, ML, NLP, French elections, public opinion analysis, transformers, large language models

How Do Students Interact with an LLM-powered Virtual Teaching Assistant in Different Educational Settings?

Pratyusha Maiti, Ashok K. Goel

专题命中 其他LLM ：LLM(title)；分类 cs.AI

Comments Accepted in the Seventeenth International Conference on Educational Data Mining (EDM) Workshop: Leveraging LLMs for Next Generation Educational Technologies, July 2024

What does Kiki look like? Cross-modal associations between speech sounds and visual shapes in vision-and-language models

Tessa Verhoef, Kiana Shahrasbi, Tom Kouwenhoven

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

Comments Appeared at the 13th edition of the Workshop on Cognitive Modeling and Computational Linguistics (CMCL 2024)

Towards A Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis

Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas

专题命中 其他LLM ：LLM(title)；分类 cs.CL

Comments In press at the 25th international conference on Artificial Intelligence in Education (AIED) Late-Breaking Results (LBR) track

Are Language Models More Like Libraries or Like Librarians? Bibliotechnism, the Novel Reference Problem, and the Attitudes of LLMs

Harvey Lederman, Kyle Mahowald

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

FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models

Adrian Bulat, Yassine Ouali, Georgios Tzimiropoulos

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

Comments Accepted at CVPR 2024

OptoGPT: A Foundation Model for Inverse Design in Optical Multilayer Thin Film Structures

Taigao Ma, Haozhu Wang, L. Jay Guo

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

Comments 25 pages, 8 figures

Beyond Language Models: Byte Models are Digital World Simulators

Shangda Wu, Xu Tan, Zili Wang, Rui Wang, Xiaobing Li, Maosong Sun

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

Comments 19 pages, 5 figures, 5 tables

Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles

Karthik Ravichandran, Sarmistha Sarna Gomasta

专题命中 其他LLM ：LLM(title)；分类 cs.CL

Comments This is just an initial idea and it's implementation. The results are computed for the first 100 data points. Detailed results will be published with the actual paper

Role-Playing Simulation Games using ChatGPT

Rita Stampfl, Igor Ivkić, Barbara Geyer

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

Comments Link to online article: https://ercim-news.ercim.eu/en136/special/role-playing-simulation-games-using-chatgpt

Journal ref ERCIM News Special Theme: Large Language Models 2024

Prompting Fairness: Artificial Intelligence as Game Players

Jazmia Henry

专题命中 其他LLM ：prompting(title)；分类 cs.AI

Comments preprint

Assessing the influence of attractor-verb distance on grammatical agreement in humans and language models

Christos-Nikolaos Zacharopoulos, Théo Desbordes, Mathias Sablé-Meyer

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

Comments 10 pages (5 main, 2 refs, 3 supplementary) ; 5 figures (3 main, 2 supplementary) ; accepted at EMNLP 2023 (no DOI yet)

Defining a New NLP Playground

Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji

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

Comments EMNLP Findings 2023 "Theme Track: Large Language Models and the Future of NLP"

Text vectorization via transformer-based language models and n-gram perplexities

Mihailo Škorić

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

Comments 10 pages, 6 figures

Optimizing National Security Strategies through LLM-Driven Artificial Intelligence Integration

Dmitry I Mikhailov

专题命中 其他LLM ：LLM(title)；分类 cs.AI

Comments 5 pages, no figures

Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification

Jimin Hong, Jungsoo Park, Daeyoung Kim, Seongjae Choi, Bokyung Son, Jaewook Kang

专题命中 其他LLM ：prompting(title)；分类 cs.CL

Comments 9 pages, 4 figures

Prompting Neural Machine Translation with Translation Memories

Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu

专题命中 其他LLM ：prompting(title)；分类 cs.CL

Comments Accepted to AAAI 2023

In conversation with Artificial Intelligence: aligning language models with human values

Atoosa Kasirzadeh, Iason Gabriel

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

Comments Accepted for publication with minor revisions at Philosophy & Technology

Pseudo-OOD training for robust language models

Dhanasekar Sundararaman, Nikhil Mehta, Lawrence Carin

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

Comments Work in progress

Prototypical Calibration for Few-shot Learning of Language Models

Zhixiong Han, Yaru Hao, Li Dong, Yutao Sun, Furu Wei

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

On the Pitfalls of Analyzing Individual Neurons in Language Models

Omer Antverg, Yonatan Belinkov

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

Comments ICLR 2022 Main Conference

PreCogIIITH at HinglishEval : Leveraging Code-Mixing Metrics & Language Model Embeddings To Estimate Code-Mix Quality

Prashant Kodali, Tanmay Sachan, Akshay Goindani, Anmol Goel, Naman Ahuja, Manish Shrivastava, Ponnurangam Kumaraguru

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

Do Multilingual Language Models Capture Differing Moral Norms?

Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Alexander Fraser, Kristian Kersting

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

Sorting through the noise: Testing robustness of information processing in pre-trained language models

Lalchand Pandia, Allyson Ettinger

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

Comments Accepted at EMNLP 2021

BERT meets LIWC: Exploring State-of-the-Art Language Models for Predicting Communication Behavior in Couples' Conflict Interactions

Jacopo Biggiogera, George Boateng, Peter Hilpert, Matthew Vowels, Guy Bodenmann, Mona Neysari, Fridtjof Nussbeck, Tobias Kowatsch

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

Comments 5 pages. Accepted at the 2nd Workshop on Social Affective Multimodal Interaction for Health (SAMIH) at ICMI 2021

Discretized Integrated Gradients for Explaining Language Models

Soumya Sanyal, Xiang Ren

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

Comments Accepted in EMNLP 2021