语言大模型 / LLM

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)

Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training

Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts

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

Comments Findings of the Association for Computational Linguistics: ACL 2023

Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models

Adhithya Prakash Saravanan, Rafal Kocielnik, Roy Jiang, Pengrui Han, Anima Anandkumar

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

Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment

Utkarsh Mall, Cheng Perng Phoo, Meilin Kelsey Liu, Carl Vondrick, Bharath Hariharan, Kavita Bala

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

Foundation Model Assisted Weakly Supervised Semantic Segmentation

Xiaobo Yang, Xiaojin Gong

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

Testing Language Model Agents Safely in the Wild

Silen Naihin, David Atkinson, Marc Green, Merwane Hamadi, Craig Swift, Douglas Schonholtz, Adam Tauman Kalai, David Bau

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

Semantic-Aware Frame-Event Fusion based Pattern Recognition via Large Vision-Language Models

Dong Li, Jiandong Jin, Yuhao Zhang, Yanlin Zhong, Yaoyang Wu, Lan Chen, Xiao Wang, Bin Luo

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

Comments In Peer Review

Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs

Benjamin C. Warner, Thomas Kannampallil, Seunghwan Kim

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

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 10 pages

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

Le Chen, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao, Murali Emani, Bronis de Supinski

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

Generative Antibody Design for Complementary Chain Pairing Sequences through Encoder-Decoder Language Model

Simon K. S. Chu, Kathy Y. Wei

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

Causal Graph in Language Model Rediscovers Cortical Hierarchy in Human Narrative Processing

Zhengqi He, Taro Toyoizumi

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

Comments 15 pages, 16 figures

Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations

Chung-Ching Chang, William W. Cohen, Yun-Hsuan Sung

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

Parts of Speech-Grounded Subspaces in Vision-Language Models

James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras

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

Comments Accepted at NeurIPS 2023

Ensemble of Task-Specific Language Models for Brain Encoding

Arvindh Arun, Jerrin John, Sanjai Kumaran

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

Joint processing of linguistic properties in brains and language models

Subba Reddy Oota, Manish Gupta, Mariya Toneva

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

Comments 22 pages, 12 figures, To be published in the proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, USA