语言大模型 / LLM - arXivDaily 专题

2311.01550 2023-11-06 cs.AI econ.GN q-fin.EC 79%

Market Concentration Implications of Foundation Models

Jai Vipra, Anton Korinek

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

Comments Working Paper

2306.12317 2023-11-03 cs.CL 79%

Iterated Piecewise Affine (IPA) Approximation for Language Modeling

Davood Shamsi, Wen-yu Hua, Brian Williams

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

2311.00522 2023-11-02 cs.CL 79%

Text Rendering Strategies for Pixel Language Models

Jonas F. Lotz, Elizabeth Salesky, Phillip Rust, Desmond Elliott

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

Comments EMNLP 2023

2310.20301 2023-11-01 cs.AI cs.CV 79%

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions

Mohamed R. Shoaib, Heba M. Emara, Jun Zhao

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

2310.17642 2023-10-27 cs.RO cs.CV cs.LG 79%

Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models

Tsun-Hsuan Wang, Alaa Maalouf, Wei Xiao, Yutong Ban, Alexander Amini, Guy Rosman, Sertac Karaman, Daniela Rus

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

Comments Project webpage: https://drive-anywhere.github.io Explainer video: https://www.youtube.com/watch?v=4n-DJf8vXxo&feature=youtu.be

2310.16992 2023-10-27 cs.CL 79%

How well can machine-generated texts be identified and can language models be trained to avoid identification?

Sinclair Schneider, Florian Steuber, Joao A. G. Schneider, Gabi Dreo Rodosek

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

Comments This paper has been accepted for the upcoming 57th Hawaii International Conference on System Sciences (HICSS-57)

2310.15829 2023-10-25 cs.CL 79%

Unnatural language processing: How do language models handle machine-generated prompts?

Corentin Kervadec, Francesca Franzon, Marco Baroni

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

Comments Findings of EMNLP 2023 Camera-Ready

2310.14676 2023-10-24 cs.CL 79%

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger

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

Comments Pre-print for EMNLP 2023

2310.13824 2023-10-24 cs.CL 79%

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

Soo Hyun Ryu

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

Comments EMNLP-findings 2023

2310.07837 2023-10-17 cs.LG 79%

Measuring Feature Sparsity in Language Models

Mingyang Deng, Lucas Tao, Joe Benton

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

2309.17319 2023-10-13 cs.AI 79%

Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models

Jinmeng Rao, Song Gao, Gengchen Mai, Krzysztof Janowicz

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

Comments 1 figure

Journal ref ACM SIGSPATIAL 2023

2310.06123 2023-10-11 cs.CV cs.AI 79%

Text-driven Prompt Generation for Vision-Language Models in Federated Learning

Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin

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

2310.00475 2023-10-03 cond-mat.mtrl-sci cs.LG 79%

Generative Design of inorganic compounds using deep diffusion language models

Rongzhi Dong, Nihang Fu, dirisuriya M. D. Siriwardane, Jianjun Hu

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

2309.14404 2023-09-27 q-bio.QM cs.LG 79%

pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

Zebin Ma, Yonglin Zou, Xiaobin Huang, Wenjin Yan, Hao Xu, Jiexin Yang, Ying Zhang, Jinqi Huang

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

Comments 20 pages, 5 figures,under review

2309.01576 2023-09-06 cs.CL cs.SD eess.AS 79%

A Comparative Analysis of Pretrained Language Models for Text-to-Speech

Marcel Granero-Moya, Penny Karanasou, Sri Karlapati, Bastian Schnell, Nicole Peinelt, Alexis Moinet, Thomas Drugman

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

Comments Accepted for presentation at the 12th ISCA Speech Synthesis Workshop (SSW) in Grenoble, France, from 26th to 28th August 2023

2308.13315 2023-09-06 cs.CL 79%

Construction Grammar and Language Models

Harish Tayyar Madabushi, Laurence Romain, Petar Milin, Dagmar Divjak

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

Comments Accepted for publication in The Cambridge Handbook of Construction Grammar, edited by Mirjam Fried and Kiki Nikiforidou. To appear in 2024

2308.10370 2023-08-28 cs.CL 79%

cantnlp@LT-EDI-2023: Homophobia/Transphobia Detection in Social Media Comments using Spatio-Temporally Retrained Language Models

Sidney G. -J. Wong, Matthew Durward, Benjamin Adams, Jonathan Dunn

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

2212.10502 2023-08-23 cs.CL cs.FL 79%

A Measure-Theoretic Characterization of Tight Language Models

Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell

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

Comments 25 pages; ACL 2023 camera ready

2308.09482 2023-08-21 q-bio.BM cs.LG 79%

Atom-by-atom protein generation and beyond with language models

Daniel Flam-Shepherd, Kevin Zhu, Alán Aspuru-Guzik

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

2308.09454 2023-08-21 cs.SD cs.CL eess.AS 79%

Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model

Mathias Rose Bjare, Stefan Lattner, Gerhard Widmer

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

Comments 7 pages, 5 figures, 1 table, accepted at the 24th Int. Society for Music Information Retrieval Conf., Milan, Italy, 2023

2211.14946 2023-08-10 cs.LG 79%

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models

Peter Henderson, Eric Mitchell, Christopher D. Manning, Dan Jurafsky, Chelsea Finn

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

Comments v1 Presented at the First Workshop of Pre-training: Perspectives, Pitfalls, and Paths Forward (ICML, 2022) and New Frontiers in Adversarial Machine Learning Workshop (ICML, 2022); v2 Presented at the Sixth AAAI/ACM Conference on AI, Ethics, and Society (AIES, 2023)

2307.10343 2023-07-21 q-bio.GN cs.LG 79%

ProtiGeno: a prokaryotic short gene finder using protein language models

Tony Tu, Gautham Krishna, Amirali Aghazadeh

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

Comments Accepted at the 2023 ICML Workshop on Computational Biology

2305.16243 2023-07-06 cs.CL 79%

Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models

Ehsan Doostmohammadi, Tobias Norlund, Marco Kuhlmann, Richard Johansson

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

2306.16951 2023-06-30 math.AT cs.LG 79%

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula

Kirill Brilliantov, Fedor Pavutnitskiy, Dmitry Pasechnyuk, German Magai

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

Comments 20 pages

2306.10964 2023-06-21 cs.CL 79%

Multilingual Few-Shot Learning via Language Model Retrieval

Genta Indra Winata, Liang-Kang Huang, Soumya Vadlamannati, Yash Chandarana

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

Comments 9 pages

2306.08189 2023-06-16 cs.CL 79%

Language models are not naysayers: An analysis of language models on negation benchmarks

Thinh Hung Truong, Timothy Baldwin, Karin Verspoor, Trevor Cohn

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

2305.03445 2023-06-16 cs.CL 79%

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models

Philipp Wicke

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

Comments ACL 2023 Findings

2306.02982 2023-06-14 cs.CL eess.AS 79%

PolyVoice: Language Models for Speech to Speech Translation

Qianqian Dong, Zhiying Huang, Qiao Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang

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

2306.07185 2023-06-13 cs.CL 79%

The Effect of Masking Strategies on Knowledge Retention by Language Models

Jonas Wallat, Tianyi Zhang, Avishek Anand

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

Comments 6 pages ACL format

2306.05969 2023-06-12 cs.CL 79%

Language Models Can Learn Exceptions to Syntactic Rules

Cara Su-Yi Leong, Tal Linzen

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

Comments Accepted to SCiL 2023

1. 其他LLM 12193 篇

Market Concentration Implications of Foundation Models

Iterated Piecewise Affine (IPA) Approximation for Language Modeling

Text Rendering Strategies for Pixel Language Models

Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions

Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models

How well can machine-generated texts be identified and can language models be trained to avoid identification?

Unnatural language processing: How do language models handle machine-generated prompts?

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

Measuring Feature Sparsity in Language Models

Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models

Text-driven Prompt Generation for Vision-Language Models in Federated Learning

Generative Design of inorganic compounds using deep diffusion language models

pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

A Comparative Analysis of Pretrained Language Models for Text-to-Speech

Construction Grammar and Language Models

cantnlp@LT-EDI-2023: Homophobia/Transphobia Detection in Social Media Comments using Spatio-Temporally Retrained Language Models

A Measure-Theoretic Characterization of Tight Language Models

Atom-by-atom protein generation and beyond with language models

Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model

Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models

ProtiGeno: a prokaryotic short gene finder using protein language models

Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula

Multilingual Few-Shot Learning via Language Model Retrieval

Language models are not naysayers: An analysis of language models on negation benchmarks

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models

PolyVoice: Language Models for Speech to Speech Translation

The Effect of Masking Strategies on Knowledge Retention by Language Models

Language Models Can Learn Exceptions to Syntactic Rules