语言大模型 / LLM

Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers

Ahmed E. Hassan, Gustavo A. Oliva, Dayi Lin, Boyuan Chen, Zhen Ming, Jiang

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

Raidar: geneRative AI Detection viA Rewriting

Chengzhi Mao, Carl Vondrick, Hao Wang, Junfeng Yang

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

Comments Accepted by ICLR 2024, Large Language Models, Detection

Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring

Ashish Sharma, Kevin Rushton, Inna Wanyin Lin, Theresa Nguyen, Tim Althoff

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

Comments CHI 2024 Camera Ready

GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism

Shuzhou Yuan, Michael Färber

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

Comments NAACL 2024 Findings

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Songyang Zhang, Haodong Duan, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Zhe Chen, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Kai Chen, Conghui He, Xingcheng Zhang, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang

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

Comments Code and models are publicly available at https://github.com/InternLM/InternLM-XComposer

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection

Mamadou Keita, Wassim Hamidouche, Hassen Bougueffa, Abdenour Hadid, Abdelmalik Taleb-Ahmed

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

Comments arXiv admin note: substantial text overlap with arXiv:2404.01959

Investigating the Emergent Audio Classification Ability of ASR Foundation Models

Rao Ma, Adian Liusie, Mark J. F. Gales, Kate M. Knill

专题命中 其他LLM ：foundation model(title,abstract)；分类 cs.CL

Comments NAACL 2024 (main conference)

Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization

Rika Tanaka, Yusuke Fukazawa

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

Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models

Chengzhe Feng, Yanan Sun, Ke Li, Pan Zhou, Jiancheng Lv, Aojun Lu

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

Semantic Prompting with Image-Token for Continual Learning

Jisu Han, Jaemin Na, Wonjun Hwang

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.LG

GAgent: An Adaptive Rigid-Soft Gripping Agent with Vision Language Models for Complex Lighting Environments

Zhuowei Li, Miao Zhang, Xiaotian Lin, Meng Yin, Shuai Lu, Xueqian Wang

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

Continuous Object State Recognition for Cooking Robots Using Pre-Trained Vision-Language Models and Black-box Optimization

Kento Kawaharazuka, Naoaki Kanazawa, Yoshiki Obinata, Kei Okada, Masayuki Inaba

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

Comments accepted at IEEE Robotics and Automation Letters (RA-L), website - https://haraduka.github.io/continuous-state-recognition/

Investigating grammatical abstraction in language models using few-shot learning of novel noun gender

Priyanka Sukumaran, Conor Houghton, Nina Kazanina

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

Comments EACL 2024; Findings of the Association for Computational Linguistics

Consistent Prompting for Rehearsal-Free Continual Learning

Zhanxin Gao, Jun Cen, Xiaobin Chang

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.LG

Comments Accepted by CVPR2024

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.AI

Comments To appear in the 2024 CHI Conference on Human Factors in Computing Systems (CHI '24), May 11--16, 2024, Honolulu, HI, USA

Do Language Models' Words Refer?

Matthew Mandelkern, Tal Linzen

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

Neuro-GPT: Towards A Foundation Model for EEG

Wenhui Cui, Woojae Jeong, Philipp Thölke, Takfarinas Medani, Karim Jerbi, Anand A. Joshi, Richard M. Leahy

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

Comments Paper accepted by the 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Deciphering diffuse scattering with machine learning and the equivariant foundation model: The case of molten FeO

Ganesh Sivaraman, Chris J. Benmore

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

Comments 9 pages, 5 figures

CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models

Santiago Castro, Amir Ziai, Avneesh Saluja, Zhuoning Yuan, Rada Mihalcea

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

Knowledge of Pretrained Language Models on Surface Information of Tokens

Tatsuya Hiraoka, Naoaki Okazaki

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

Structure-Informed Protein Language Model

Zuobai Zhang, Jiarui Lu, Vijil Chenthamarakshan, Aurélie Lozano, Payel Das, Jian Tang

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

How BERT Speaks Shakespearean English? Evaluating Historical Bias in Contextual Language Models

Miriam Cuscito, Alfio Ferrara, Martin Ruskov

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

Spatio-temporal Prompting Network for Robust Video Feature Extraction

Guanxiong Sun, Chi Wang, Zhaoyu Zhang, Jiankang Deng, Stefanos Zafeiriou, Yang Hua

专题命中 其他LLM ：prompting(title,abstract)；分类 cs.LG

Journal ref 2023 International Conference on Computer Vision (ICCV) 13541-13551

MResT: Multi-Resolution Sensing for Real-Time Control with Vision-Language Models

Saumya Saxena, Mohit Sharma, Oliver Kroemer

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

Comments CoRL'23, Project website: http://tinyurl.com/multi-res-realtime-control

CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models

Sebastian Koch, Stefan Pasch

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

Comments 23 pages, 9 figures

Journal ref 2023 IEEE International Conference on Big Data (BigData)

Growing from Exploration: A self-exploring framework for robots based on foundation models

Shoujie Li, Ran Yu, Tong Wu, JunWen Zhong, Xiao-Ping Zhang, Wenbo Ding

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

Comments 19 pages

SwissBERT: The Multilingual Language Model for Switzerland

Jannis Vamvas, Johannes Graën, Rico Sennrich

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

Comments SwissText 2023 [v3: Changed template because the proceedings moved to a different publisher. Same content.]

Entailment Semantics Can Be Extracted from an Ideal Language Model

William Merrill, Alex Warstadt, Tal Linzen

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

Comments Accepted at CONLL 2022. Updated Dec 4, 2023 and Jan 8, 2024 with erratum

DocGraphLM: Documental Graph Language Model for Information Extraction

Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah

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

Comments Published at SIGIR'23 (repost for easier access)

Time is Encoded in the Weights of Finetuned Language Models

Kai Nylund, Suchin Gururangan, Noah A. Smith

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

Comments Added references to Jaidka et al. (2018) and Loureiro et al. (2022)