语言大模型 / LLM

Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology

Tim Lenz, Omar S. M. El Nahhas, Marta Ligero, Jakob Nikolas Kather

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

Comments Submitted to MICCAI 2024

Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings

Florin Leon, Marius Gavrilescu, Sabina-Adriana Floria, Alina-Adriana Minea

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

Comments 19 pages, 6 figures, 6 tables, 43 references

Journal ref Information, vol. 15, no. 3, article number 151, 18 pag., 2024

Learning with Language-Guided State Abstractions

Andi Peng, Ilia Sucholutsky, Belinda Z. Li, Theodore R. Sumers, Thomas L. Griffiths, Jacob Andreas, Julie A. Shah

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

Comments ICLR 2024

How Well Can Transformers Emulate In-context Newton's Method?

Angeliki Giannou, Liu Yang, Tianhao Wang, Dimitris Papailiopoulos, Jason D. Lee

专题命中 其他LLM ：prompting(abstract)；分类 cs.AI、cs.LG

Improving Language Understanding from Screenshots

Tianyu Gao, Zirui Wang, Adithya Bhaskar, Danqi Chen

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

Comments Our model and code are available at https://github.com/princeton-nlp/PTP

Hitting "Probe"rty with Non-Linearity, and More

Avik Pal, Madhura Pawar

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

Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings

Junlong Liu, Xichen Shang, Huawen Feng, Junhao Zheng, Qianli Ma

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

Comments 8 pages, 3 figures

CausalLM is not optimal for in-context learning

Nan Ding, Tomer Levinboim, Jialin Wu, Sebastian Goodman, Radu Soricut

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

Comments ICLR 2024 conference paper. Code available at: https://github.com/google-research/causallm_icl

Unsupervised ASR via Cross-Lingual Pseudo-Labeling

Tatiana Likhomanenko, Loren Lugosch, Ronan Collobert

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

NoisyICL: A Little Noise in Model Parameters Calibrates In-context Learning

Yufeng Zhao, Yoshihiro Sakai, Naoya Inoue

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

Comments 20 pages, 28 figures, 7 tables (5 pages, 4 figures, 1 table in main body). ACL 2024 under review

OMNI: Open-endedness via Models of human Notions of Interestingness

Jenny Zhang, Joel Lehman, Kenneth Stanley, Jeff Clune

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

Comments 47 pages, 33 figures

Universal Neural Functionals

Allan Zhou, Chelsea Finn, James Harrison

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

S2vNTM: Semi-supervised vMF Neural Topic Modeling

Weijie Xu, Jay Desai, Srinivasan Sengamedu, Xiaoyu Jiang, Francis Iannacci

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

Comments 17 pages, 9 figures, ICLR Workshop 2023. arXiv admin note: text overlap with arXiv:2307.01226

Journal ref ICLR Workshop 2023

DiSK: A Diffusion Model for Structured Knowledge

Ouail Kitouni, Niklas Nolte, James Hensman, Bhaskar Mitra

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

Comments 24 pages, 12 figures

Preference-Conditioned Language-Guided Abstraction

Andi Peng, Andreea Bobu, Belinda Z. Li, Theodore R. Sumers, Ilia Sucholutsky, Nishanth Kumar, Thomas L. Griffiths, Julie A. Shah

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

Comments HRI 2024

General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance

Isaac Triguero, Daniel Molina, Javier Poyatos, Javier Del Ser, Francisco Herrera

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

Journal ref Information Fusion, Volume 103, March 2024, 102135

Agent AI: Surveying the Horizons of Multimodal Interaction

Zane Durante, Qiuyuan Huang, Naoki Wake, Ran Gong, Jae Sung Park, Bidipta Sarkar, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Yejin Choi, Katsushi Ikeuchi, Hoi Vo, Li Fei-Fei, Jianfeng Gao

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

Revolutionizing API Documentation through Summarization

AmirHossein Naghshzan, Sylvie Ratte

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.AI

Comments arXiv admin note: text overlap with arXiv:2308.09070

Towards General-Purpose Text-Instruction-Guided Voice Conversion

Chun-Yi Kuan, Chen An Li, Tsu-Yuan Hsu, Tse-Yang Lin, Ho-Lam Chung, Kai-Wei Chang, Shuo-yiin Chang, Hung-yi Lee

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

Comments Accepted to ASRU 2023

ChatGPT, Let us Chat Sign Language: Experiments, Architectural Elements, Challenges and Research Directions

Nada Shahin, Leila Ismail

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

Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations

Zhihui Xie, Handong Zhao, Tong Yu, Shuai Li

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

Comments 17 pages, 7 figures, EMNLP 2022 (main conference)

Generation Z's Ability to Discriminate Between AI-generated and Human-Authored Text on Discord

Dhruv Ramu, Rishab Jain, Aditya Jain

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.AI

Maintaining Journalistic Integrity in the Digital Age: A Comprehensive NLP Framework for Evaluating Online News Content

Ljubisa Bojic, Nikola Prodanovic, Agariadne Dwinggo Samala

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

Comments 21 pages

Principled Gradient-based Markov Chain Monte Carlo for Text Generation

Li Du, Afra Amini, Lucas Torroba Hennigen, Xinyan Velocity Yu, Jason Eisner, Holden Lee, Ryan Cotterell

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

Comments Preprint

Program Repair with Minimal Edits Using CodeT5

Atsushi Shirafuji, Md. Mostafizer Rahman, Md Faizul Ibne Amin, Yutaka Watanobe

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

Comments 7 pages, 6 figures, accepted to iCAST 2023

SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition

Yichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu

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

Comments AAAI 2023

OCTOPUS: Open-vocabulary Content Tracking and Object Placement Using Semantic Understanding in Mixed Reality

Luke Yoffe, Aditya Sharma, Tobias Höllerer

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

Comments IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2023

Translating Natural Language Queries to SQL Using the T5 Model

Albert Wong, Lien Pham, Young Lee, Shek Chan, Razel Sadaya, Youry Khmelevsky, Mathias Clement, Florence Wing Yau Cheng, Joe Mahony, Michael Ferri

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

Deep dive into language traits of AI-generated Abstracts

Vikas Kumar, Amisha Bharti, Devanshu Verma, Vasudha Bhatnagar

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

Comments Accepted for Cods-Comad Conference

ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model

Bo Ni, David L. Kaplan, Markus J. Buehler

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