语言大模型 / LLM - arXivDaily 专题

2409.14917 2024-10-21 cs.CL 88%

With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models

Tyler Loakman, Yucheng Li, Chenghua Lin

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to EMNLP 2024 (Camera Ready)

2406.19764 2024-10-18 cs.CL 88%

Belief Revision: The Adaptability of Large Language Models Reasoning

Bryan Wilie, Samuel Cahyawijaya, Etsuko Ishii, Junxian He, Pascale Fung

专题命中推理与问题求解：language model(title,abstract)；large language model(title)；prompting(abstract)；分类 cs.CL

2410.12509 2024-10-17 cs.AI 88%

Benchmarking Defeasible Reasoning with Large Language Models -- Initial Experiments and Future Directions

Ilias Tachmazidis, Sotiris Batsakis, Grigoris Antoniou

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments Presented at NeLaMKRR@KR, 2024 (arXiv:2410.05339)

2410.12174 2024-10-17 cs.CL 88%

Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish

Juan Manuel Pérez, Paula Miguel, Viviana Cotik

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2410.11459 2024-10-16 cs.CL 88%

Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models

Hao Yang, Lizhen Qu, Ehsan Shareghi, Gholamreza Haffari

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2408.02442 2024-10-15 cs.CL 88%

Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 18 pages

2406.12775 2024-10-15 cs.CL 88%

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Eden Biran, Daniela Gottesman, Sohee Yang, Mor Geva, Amir Globerson

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted at EMNLP 2024

2410.06765 2024-10-10 cs.CL cs.CV 88%

To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models

Junyan Lin, Haoran Chen, Dawei Zhu, Xiaoyu Shen

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to EMNLP 2024 Main Conference

2410.05656 2024-10-10 cs.AI 88%

On the Modeling Capabilities of Large Language Models for Sequential Decision Making

Martin Klissarov, Devon Hjelm, Alexander Toshev, Bogdan Mazoure

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.06917 2024-10-10 cs.CL cs.CY 88%

Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models

Zara Siddique, Liam D. Turner, Luis Espinosa-Anke

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to EMNLP Main 2024

2406.17294 2024-10-10 cs.CL 88%

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Wenhao Shi, Zhiqiang Hu, Yi Bin, Junhua Liu, Yang Yang, See-Kiong Ng, Lidong Bing, Roy Ka-Wei Lee

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted at Findings of EMNLP2024

2406.12546 2024-10-10 cs.CL 88%

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models

Philipp Mondorf, Barbara Plank

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments EMNLP 2024 main, 24 pages, 16 figures

2410.03726 2024-10-08 cs.CL 88%

Neurosymbolic AI approach to Attribution in Large Language Models

Deepa Tilwani, Revathy Venkataramanan, Amit P. Sheth

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Six pages, three figures, Paper under review

2406.11687 2024-10-07 cs.CL 88%

Tokenization Falling Short: On Subword Robustness in Large Language Models

Yekun Chai, Yewei Fang, Qiwei Peng, Xuhong Li

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments EMNLP 2024 Findings

2410.01858 2024-10-04 q-bio.CB cs.LG q-bio.GN 88%

Long-range gene expression prediction with token alignment of large language model

Edouardo Honig, Huixin Zhan, Ying Nian Wu, Zijun Frank Zhang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Comments 14 pages, 10 figures

2410.00175 2024-10-02 cs.CL 88%

Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse

Rongchen Guo, Isar Nejadgholi, Hillary Dawkins, Kathleen C. Fraser, Svetlana Kiritchenko

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments To be published at EMNLP2024

2406.07393 2024-09-30 cs.CL 88%

Large Language Models are Limited in Out-of-Context Knowledge Reasoning

Peng Hu, Changjiang Gao, Ruiqi Gao, Jiajun Chen, Shujian Huang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2406.11568 2024-09-26 cs.CL cs.SD eess.AS q-bio.NC 88%

Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models

Sheng Feng, Heyang Liu, Yu Wang, Yanfeng Wang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Journal ref Proceedings of Interspeech2024

2409.16176 2024-09-25 cs.CR cs.AI 88%

Cyber Knowledge Completion Using Large Language Models

Braden K Webb, Sumit Purohit, Rounak Meyur

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments 7 pages, 2 figures. Submitted to 2024 IEEE International Conference on Big Data

2409.14907 2024-09-24 cs.CL 88%

Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization

Aseem Srivastava, Smriti Joshi, Tanmoy Chakraborty, Md Shad Akhtar

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Full paper accepted at EMNLP 2024 (main)

2403.02615 2024-09-24 cs.CL 88%

Exploring the Limitations of Large Language Models in Compositional Relation Reasoning

Jinman Zhao, Xueyan Zhang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 23 pages, 7 figures, 9 tables, accepted by COLM 2024

2408.12321 2024-08-27 cs.CL cs.CV cs.MM 88%

MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model

Chaoya Jiang, Jia Hongrui, Haiyang Xu, Wei Ye, Mengfan Dong, Ming Yan, Ji Zhang, Fei Huang, Shikun Zhang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2407.03624 2024-08-27 cs.CL 88%

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks

Dharunish Yugeswardeenoo, Kevin Zhu, Sean O'Brien

专题命中推理与问题求解：LLM(title,abstract)；prompting(title,abstract)；分类 cs.CL

Comments Accepted in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (ACL-SRW 2024) 11 pages, 8 figures

2408.08210 2024-08-16 cs.LG 88%

Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models

Javier González, Aditya V. Nori

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

2311.16093 2024-08-09 cs.LG 88%

Visual cognition in multimodal large language models

Luca M. Schulze Buschoff, Elif Akata, Matthias Bethge, Eric Schulz

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Comments Updated manuscript

2407.09281 2024-08-06 cs.AI 88%

Predicting and Understanding Human Action Decisions: Insights from Large Language Models and Cognitive Instance-Based Learning

Thuy Ngoc Nguyen, Kasturi Jamale, Cleotilde Gonzalez

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2408.00665 2024-08-02 cs.LG 88%

AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models

Daqin Luo, Chengjian Feng, Yuxuan Nong, Yiqing Shen

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Comments Accpeted by ACMMM2024

2407.17636 2024-07-26 cs.CL 88%

IgnitionInnovators at "Discharge Me!": Chain-of-Thought Instruction Finetuning Large Language Models for Discharge Summaries

An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh

专题命中推理与问题求解：large language model(title)；language model(title)；LLM(abstract)；prompting(abstract)

Comments Accepted by BioNLP2024 Workshop

2407.11773 2024-07-17 cs.CL 88%

Educational Personalized Learning Path Planning with Large Language Models

Chee Ng, Yuen Fung

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 6 pages

2305.05003 2024-07-17 cs.CL 88%

Revisiting Relation Extraction in the era of Large Language Models

Somin Wadhwa, Silvio Amir, Byron C. Wallace

专题命中推理与问题求解：language model(title,abstract)；large language model(title)；prompting(abstract)；分类 cs.CL

Comments Accepted to ACL 2023

1. 推理与问题求解 18856 篇

With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models

Belief Revision: The Adaptability of Large Language Models Reasoning

Benchmarking Defeasible Reasoning with Large Language Models -- Initial Experiments and Future Directions

Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish

Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models

Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models

On the Modeling Capabilities of Large Language Models for Sequential Decision Making

Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models

Neurosymbolic AI approach to Attribution in Large Language Models

Tokenization Falling Short: On Subword Robustness in Large Language Models

Long-range gene expression prediction with token alignment of large language model

Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse

Large Language Models are Limited in Out-of-Context Knowledge Reasoning

Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models

Cyber Knowledge Completion Using Large Language Models

Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization

Exploring the Limitations of Large Language Models in Compositional Relation Reasoning

MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks

Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models

Visual cognition in multimodal large language models

Predicting and Understanding Human Action Decisions: Insights from Large Language Models and Cognitive Instance-Based Learning

AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models

IgnitionInnovators at "Discharge Me!": Chain-of-Thought Instruction Finetuning Large Language Models for Discharge Summaries

Educational Personalized Learning Path Planning with Large Language Models

Revisiting Relation Extraction in the era of Large Language Models