语言大模型 / LLM - arXivDaily 专题

2404.00166 2024-06-11 cs.CV cs.AI 83%

Uncovering Bias in Large Vision-Language Models with Counterfactuals

Phillip Howard, Anahita Bhiwandiwalla, Kathleen C. Fraser, Svetlana Kiritchenko

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

Comments Accepted to the CVPR 2024 Responsible Generative AI (ReGenAI) Workshop

2311.08374 2024-06-10 cs.CL 83%

A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts

Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko, Robert Moro, Ivan Srba, Adaku Uchendu, Thai Le, Dongwon Lee

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

Comments To appear in Association for Computational Linguistics (ACL 2024)

2305.13016 2024-06-05 cs.CL 83%

Iterative Forward Tuning Boosts In-Context Learning in Language Models

Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li

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

Comments 14 pages, 6 figures, ACL 2024

2308.07120 2024-06-04 cs.CL 83%

Position: Key Claims in LLM Research Have a Long Tail of Footnotes

Anna Rogers, Alexandra Sasha Luccioni

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

Comments ICML 2024 camera-ready (https://openreview.net/forum?id=M2cwkGleRL)

2405.17804 2024-05-29 cs.CL 83%

Detection-Correction Structure via General Language Model for Grammatical Error Correction

Wei Li, Houfeng Wang

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

Comments Long paper. Accepted by ACL 2024 Main Conference

2402.12948 2024-05-29 cs.CL 83%

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick

Jiayi Fu, Xuandong Zhao, Ruihan Yang, Yuansen Zhang, Jiangjie Chen, Yanghua Xiao

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

2402.01831 2024-05-29 cs.SD cs.LG eess.AS 83%

Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

Zhifeng Kong, Arushi Goel, Rohan Badlani, Wei Ping, Rafael Valle, Bryan Catanzaro

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

Comments ICML 2024

2405.15818 2024-05-28 cs.CL 83%

DuanzAI: Slang-Enhanced LLM with Prompt for Humor Understanding

Yesian Rohn

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

2405.10431 2024-05-20 cs.CL 83%

Thinking Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models

Shaz Furniturewala, Surgan Jandial, Abhinav Java, Pragyan Banerjee, Simra Shahid, Sumit Bhatia, Kokil Jaidka

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

Comments The first two authors have equal contribution

2405.05776 2024-05-10 cs.CL 83%

Experimental Pragmatics with Machines: Testing LLM Predictions for the Inferences of Plain and Embedded Disjunctions

Polina Tsvilodub, Paul Marty, Sonia Ramotowska, Jacopo Romoli, Michael Franke

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

Comments 8 pages, 3 figures, to appear in the Proceedings of the 46th Annual Conference of the Cognitive Science Society (2024)

2404.18722 2024-04-30 cs.CV cs.CL 83%

Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library

Solène Tarride, Yoann Schneider, Marie Generali-Lince, Mélodie Boillet, Bastien Abadie, Christopher Kermorvant

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

2311.04329 2024-04-18 cs.CL 83%

Formal Aspects of Language Modeling

Ryan Cotterell, Anej Svete, Clara Meister, Tianyu Liu, Li Du

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

2404.00487 2024-04-02 cs.HC cs.AI 83%

Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App

Subigya Nepal, Arvind Pillai, William Campbell, Talie Massachi, Eunsol Soul Choi, Orson Xu, Joanna Kuc, Jeremy Huckins, Jason Holden, Colin Depp, Nicholas Jacobson, Mary Czerwinski, Eric Granholm, Andrew T. Campbell

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

2403.00998 2024-03-05 cs.CL 83%

Predictions from language models for multiple-choice tasks are not robust under variation of scoring methods

Polina Tsvilodub, Hening Wang, Sharon Grosch, Michael Franke

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

Comments 8 pages, 3 figures

2402.10920 2024-02-20 cs.AR cs.AI cs.ET 83%

Designing Silicon Brains using LLM: Leveraging ChatGPT for Automated Description of a Spiking Neuron Array

Michael Tomlinson, Joe Li, Andreas Andreou

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

2402.11723 2024-02-20 cs.HC cs.CL 83%

Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models

Paramveer S. Dhillon, Somayeh Molaei, Jiaqi Li, Maximilian Golub, Shaochun Zheng, Lionel P. Robert

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

Comments Appearing at CHI 2024 (Honolulu, HI)

2402.08995 2024-02-15 cs.HC cs.AI 83%

AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems

Jiaying Lu, Bo Pan, Jieyi Chen, Yingchaojie Feng, Jingyuan Hu, Yuchen Peng, Wei Chen

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

2401.06066 2024-01-12 cs.CL 83%

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Damai Dai, Chengqi Deng, Chenggang Zhao, R. X. Xu, Huazuo Gao, Deli Chen, Jiashi Li, Wangding Zeng, Xingkai Yu, Y. Wu, Zhenda Xie, Y. K. Li, Panpan Huang, Fuli Luo, Chong Ruan, Zhifang Sui, Wenfeng Liang

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

2312.01656 2023-12-06 cs.IR cs.AI cs.CV cs.HC 83%

The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model

Yilin Ye, Qian Zhu, Shishi Xiao, Kang Zhang, Wei Zeng

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

Comments Accepted by The 2024 ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) (Proc. CSCW 2024)

2311.15813 2023-11-28 cs.CV cs.AI 83%

FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax

Yu Lu, Linchao Zhu, Hehe Fan, Yi Yang

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

Comments Project page: https://flowzero-video.github.io

2308.11136 2023-11-28 cs.CY cs.AI cs.SI 83%

Is There Any Social Principle for LLM-Based Agents?

Jitao Bai, Simiao Zhang, Zhonghao Chen

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

Comments 4 pages, 1 figure

2211.08358 2023-11-21 cs.CL 83%

MEAL: Stable and Active Learning for Few-Shot Prompting

Abdullatif Köksal, Timo Schick, Hinrich Schütze

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

Comments EMNLP 2023 Findings

2311.09194 2023-11-16 cs.CL 83%

Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models

James A. Michaelov, Catherine Arnett, Tyler A. Chang, Benjamin K. Bergen

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

Comments Accepted at EMNLP 2023

2311.07611 2023-11-15 cs.CL 83%

Intentional Biases in LLM Responses

Nicklaus Badyal, Derek Jacoby, Yvonne Coady

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

2311.02801 2023-11-07 cs.LG 83%

On the Intersection of Self-Correction and Trust in Language Models

Satyapriya Krishna

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

Comments Working Paper

2310.09233 2023-10-16 cs.IR cs.CL 83%

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen

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

2307.14539 2023-10-12 cs.CR cs.CL 83%

Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models

Erfan Shayegani, Yue Dong, Nael Abu-Ghazaleh

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

2306.08133 2023-09-07 eess.AS cs.CL 83%

Large-scale Language Model Rescoring on Long-form Data

Tongzhou Chen, Cyril Allauzen, Yinghui Huang, Daniel Park, David Rybach, W. Ronny Huang, Rodrigo Cabrera, Kartik Audhkhasi, Bhuvana Ramabhadran, Pedro J. Moreno, Michael Riley

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

Comments 5 pages, accepted in ICASSP 2023

Journal ref ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2307.08985 2023-07-19 cs.HC cs.AI 83%

PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM

Seungho Baek, Hyerin Im, Jiseung Ryu, Juhyeong Park, Takyeon Lee

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

Comments 5 pages, AI & HCI Workshop at the 40 International Conference on Machine Learning (ICML) 2023

2307.01370 2023-07-11 cs.CL 83%

Multilingual Language Models are not Multicultural: A Case Study in Emotion

Shreya Havaldar, Sunny Rai, Bhumika Singhal, Langchen Liu, Sharath Chandra Guntuku, Lyle Ungar

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

Comments Accepted to WASSA at ACL 2023

1. 其他LLM 12241 篇

Uncovering Bias in Large Vision-Language Models with Counterfactuals

A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts

Iterative Forward Tuning Boosts In-Context Learning in Language Models

Position: Key Claims in LLM Research Have a Long Tail of Footnotes

Detection-Correction Structure via General Language Model for Grammatical Error Correction

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick

Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

DuanzAI: Slang-Enhanced LLM with Prompt for Humor Understanding

Thinking Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models

Experimental Pragmatics with Machines: Testing LLM Predictions for the Inferences of Plain and Embedded Disjunctions

Improving Automatic Text Recognition with Language Models in the PyLaia Open-Source Library

Formal Aspects of Language Modeling

Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App

Predictions from language models for multiple-choice tasks are not robust under variation of scoring methods

Designing Silicon Brains using LLM: Leveraging ChatGPT for Automated Description of a Spiking Neuron Array

Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models

AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model

FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax

Is There Any Social Principle for LLM-Based Agents?

MEAL: Stable and Active Learning for Few-Shot Prompting

Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models

Intentional Biases in LLM Responses

On the Intersection of Self-Correction and Trust in Language Models

AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models

Large-scale Language Model Rescoring on Long-form Data

PromptCrafter: Crafting Text-to-Image Prompt through Mixed-Initiative Dialogue with LLM

Multilingual Language Models are not Multicultural: A Case Study in Emotion