语言大模型 / LLM - arXivDaily 专题

2407.06486 2024-07-11 cs.AI 88%

Optimal Decision Making Through Scenario Simulations Using Large Language Models

Sumedh Rasal, E. J. Hauer

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

2405.06414 2024-07-10 cs.CL 88%

Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?

Hunter McNichols, Jaewook Lee, Stephen Fancsali, Steve Ritter, Andrew Lan

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 Educational Data Mining 2024

2407.03615 2024-07-08 cs.CL 88%

Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models

Chang-Sheng Kao, 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

2407.01992 2024-07-03 cs.CL 88%

Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?

Nishant Balepur, Rachel Rudinger

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 KnowledgeLM Workshop @ ACL 2024

2407.01455 2024-07-02 cs.CL 88%

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind

Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu

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 16 pages, 6 figures, ACL 2024(findings)

2407.01212 2024-07-02 cs.CL 88%

EconNLI: Evaluating Large Language Models on Economics Reasoning

Yue Guo, Yi Yang

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 Findings of ACL 2024

2406.10625 2024-07-02 cs.CL 88%

On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models

Sree Harsha Tanneru, Dan Ley, Chirag Agarwal, Himabindu Lakkaraju

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

2407.00390 2024-07-02 cs.CL 88%

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning

Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu

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

2407.00092 2024-07-02 cs.AI cs.ET cs.GT cs.MA 88%

Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges

Mohammed Elhenawy, Ahmad Abutahoun, Taqwa I. Alhadidi, Ahmed Jaber, Huthaifa I. Ashqar, Shadi Jaradat, Ahmed Abdelhay, Sebastien Glaser, Andry Rakotonirainy

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

2404.00376 2024-07-02 cs.CL 88%

Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks

Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Donghee Choi, Jaewoo Kang

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

Comments Added new LLaMA-3-based models and experiments on NEJM case challenges

2406.17659 2024-06-26 cs.AI cs.RO 88%

DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning

Xiaohan Zhang, Zainab Altaweel, Yohei Hayamizu, Yan Ding, Saeid Amiri, Hao Yang, Andy Kaminski, Chad Esselink, Shiqi Zhang

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

2406.11503 2024-06-18 cs.CV cs.CL 88%

GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation

Shihao Cai, Keqin Bao, Hangyu Guo, Jizhi Zhang, Jun Song, Bo Zheng

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

2406.09072 2024-06-14 cs.CL 88%

Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?

Zhaochen Su, Juntao Li, Jun Zhang, Tong Zhu, Xiaoye Qu, Pan Zhou, Yan Bowen, Yu Cheng, Min 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 This paper has been accepted to the ACL 2024 main conference

2406.06865 2024-06-12 cs.AI 88%

Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems

Mohammed Elhenawy, Ahmed Abdelhay, Taqwa I. Alhadidi, Huthaifa I Ashqar, Shadi Jaradat, Ahmed Jaber, Sebastien Glaser, Andry Rakotonirainy

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

2312.06722 2024-06-12 cs.CV cs.CL cs.RO 88%

EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning

Yi Chen, Yuying Ge, Yixiao Ge, Mingyu Ding, Bohao Li, Rui Wang, Ruifeng Xu, Ying Shan, Xihui Liu

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 Project released at: https://github.com/ChenYi99/EgoPlan

2402.18374 2024-06-11 cs.CL 88%

VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models

Seoyeon Kim, Kwangwook Seo, Hyungjoo Chae, Jinyoung Yeo, Dongha 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 to ACL 2024

2404.17140 2024-06-07 cs.CL 88%

Small Language Models Need Strong Verifiers to Self-Correct Reasoning

Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang

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

Comments ACL Findings 2024 - Camera Ready

2401.04218 2024-06-05 cs.CL 88%

Distortions in Judged Spatial Relations in Large Language Models

Nir Fulman, Abdulkadir Memduhoğlu, Alexander Zipf

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 This manuscript has been accepted for publication in The Professional Geographer

2306.17820 2024-06-04 cs.CL 88%

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models

Yiming Wang, Zhuosheng Zhang, Pei Zhang, Baosong Yang, Rui 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

Comments Accepted by ACL 2024 Findings

2310.00835 2024-06-03 cs.CL 88%

TRAM: Benchmarking Temporal Reasoning for Large Language Models

Yuqing Wang, Yun Zhao

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 Findings of ACL 2024

2401.13601 2024-05-29 cs.CL 88%

MM-LLMs: Recent Advances in MultiModal Large Language Models

Duzhen Zhang, Yahan Yu, Jiahua Dong, Chenxing Li, Dan Su, Chenhui Chu, Dong Yu

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 by ACL2024 (findings)

2404.13985 2024-05-27 cs.CL 88%

Information Re-Organization Improves Reasoning in Large Language Models

Xiaoxia Cheng, Zeqi Tan, Wei Xue, Weiming Lu

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 15 pages, 4 figures

2402.06332 2024-05-27 cs.CL 88%

InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning

Huaiyuan Ying, Shuo Zhang, Linyang Li, Zhejian Zhou, Yunfan Shao, Zhaoye Fei, Yichuan Ma, Jiawei Hong, Kuikun Liu, Ziyi Wang, Yudong Wang, Zijian Wu, Shuaibin Li, Fengzhe Zhou, Hongwei Liu, Songyang Zhang, Wenwei Zhang, Hang Yan, Xipeng Qiu, Jiayu Wang, Kai Chen, Dahua 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

2401.07286 2024-05-24 cs.CL 88%

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning

Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song

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 ACL2024

2405.00864 2024-05-03 cs.CL 88%

Math Multiple Choice Question Generation via Human-Large Language Model Collaboration

Jaewook Lee, Digory Smith, Simon Woodhead, Andrew Lan

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 17th International Conference on Educational Data Mining (EDM 2024)

2404.14547 2024-04-24 cs.RO cs.AI cs.SY eess.SY 88%

Integrating Disambiguation and User Preferences into Large Language Models for Robot Motion Planning

Mohammed Abugurain, Shinkyu Park

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

2404.12342 2024-04-19 cs.CL 88%

Large Language Models in Targeted Sentiment Analysis

Nicolay Rusnachenko, Anton Golubev, Natalia Loukachevitch

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 Fine-tuned Flan-T5-xl outperforms the top #1 results of transformer-based classifier in RuSentNE-2023 competition, to appear in Lobachevskii Journal of Mathematics No.8/2024 proceedings

2311.01949 2024-04-19 cs.CL 88%

Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks

Yifan Wang, Qingyan Guo, Xinzhe Ni, Chufan Shi, Lemao Liu, Haiyun Jiang, Yujiu Yang

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 by ICASSP 2024

2309.05452 2024-04-16 cs.CL 88%

Evaluating the Deductive Competence of Large Language Models

Spencer M. Seals, Valerie L. Shalin

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 17 pages, 7 figures, accepted to NAACL 2024

2402.17231 2024-04-04 cs.CL 88%

MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni

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

1. 推理与问题求解 18856 篇

Optimal Decision Making Through Scenario Simulations Using Large Language Models

Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?

Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models

Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind

EconNLI: Evaluating Large Language Models on Economics Reasoning

On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning

Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges

Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks

DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning

GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation

Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?

Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems

EgoPlan-Bench: Benchmarking Multimodal Large Language Models for Human-Level Planning

VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models

Small Language Models Need Strong Verifiers to Self-Correct Reasoning

Distortions in Judged Spatial Relations in Large Language Models

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models

TRAM: Benchmarking Temporal Reasoning for Large Language Models

MM-LLMs: Recent Advances in MultiModal Large Language Models

Information Re-Organization Improves Reasoning in Large Language Models

InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning

Math Multiple Choice Question Generation via Human-Large Language Model Collaboration

Integrating Disambiguation and User Preferences into Large Language Models for Robot Motion Planning

Large Language Models in Targeted Sentiment Analysis

Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks

Evaluating the Deductive Competence of Large Language Models

MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning