语言大模型 / LLM - arXivDaily 专题

2402.09216 2024-04-26 cs.CL cs.HC 89%

AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails

Sankalan Pal Chowdhury, Vilém Zouhar, Mrinmaya Sachan

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

Comments To be presented at Learning@Scale 2024

2404.15578 2024-04-25 cs.CL 89%

Can Foundational Large Language Models Assist with Conducting Pharmaceuticals Manufacturing Investigations?

Hossein Salami, Brandye Smith-Goettler, Vijay Yadav

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

Comments 13 pages, 3 figures

2310.14025 2024-04-23 cs.CL 89%

Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation

Anastasia Kritharoula, Maria Lymperaiou, Giorgos Stamou

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

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP) 2023

Journal ref Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

2308.09267 2024-04-23 cs.AI 89%

GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach

Lang Cao

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

2404.02124 2024-04-19 cs.CL 89%

Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models

Wanyong Feng, Jaewook Lee, Hunter McNichols, Alexander Scarlatos, Digory Smith, Simon Woodhead, Nancy Otero Ornelas, Andrew Lan

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

Comments NAACL 2024 findings

2404.07751 2024-04-12 cs.RO cs.AI 89%

Generating consistent PDDL domains with Large Language Models

Pavel Smirnov, Frank Joublin, Antonello Ceravola, Michael Gienger

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

2303.17513 2024-04-11 cs.CL cs.LO 89%

Improving the Diproche CNL through Autoformalization via Large Language Models

Merlin Carl

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

Comments In Proceedings ThEdu'23, arXiv:2404.03709

Journal ref EPTCS 400, 2024, pp. 44-58

2404.04442 2024-04-10 cs.AI 89%

Exploring Autonomous Agents through the Lens of Large Language Models: A Review

Saikat Barua

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

Comments 47 pages, 5 figures

2310.13289 2024-04-09 cs.SD cs.CL eess.AS 89%

SALMONN: Towards Generic Hearing Abilities for Large Language Models

Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang

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

2404.04361 2024-04-09 cs.CL 89%

Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies

Alapan Kuila, Sudeshna Sarkar

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

Comments Accepted in PoliticalNLP workshop co-located with LREC-COLING 2024

2404.03577 2024-04-05 cs.CL 89%

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models

Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li

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

Comments Accepted by LREC-COLING 2024 as long paper

2311.16842 2024-04-05 cs.HC cs.CL 89%

RELIC: Investigating Large Language Model Responses using Self-Consistency

Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady

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

2309.04077 2024-04-05 cs.RO cs.AI 89%

SayNav: Grounding Large Language Models for Dynamic Planning to Navigation in New Environments

Abhinav Rajvanshi, Karan Sikka, Xiao Lin, Bhoram Lee, Han-Pang Chiu, Alvaro Velasquez

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

2403.13786 2024-03-26 cs.CL 89%

Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts

Guangzeng Han, Weisi Liu, Xiaolei Huang, Brian Borsari

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

Comments Accepted to IEEE ICHI 2024

2403.11401 2024-03-26 cs.CV cs.AI 89%

Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Rao Fu, Jingyu Liu, Xilun Chen, Yixin Nie, Wenhan Xiong

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

2403.12744 2024-03-20 cs.CL 89%

Instructing Large Language Models to Identify and Ignore Irrelevant Conditions

Zhenyu Wu, Chao Shen, Meng Jiang

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

Comments NAACL 2024 - Camera Ready

2402.18590 2024-03-20 cs.IR cs.AI 89%

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Arpita Vats, Vinija Jain, Rahul Raja, Aman Chadha

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

2403.05632 2024-03-12 cs.AI 89%

Can Large Language Models Play Games? A Case Study of A Self-Play Approach

Hongyi Guo, Zhihan Liu, Yufeng Zhang, Zhaoran Wang

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

2310.01714 2024-03-12 cs.LG 89%

Large Language Models as Analogical Reasoners

Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou

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

Comments Published at ICLR 2024

2403.02054 2024-03-05 cs.AI 89%

Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism

Shuvayan Brahmachary, Subodh M. Joshi, Aniruddha Panda, Kaushik Koneripalli, Arun Kumar Sagotra, Harshil Patel, Ankush Sharma, Ameya D. Jagtap, Kaushic Kalyanaraman

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

2402.17161 2024-02-28 cs.AI cs.MA 89%

Large Language Model for Participatory Urban Planning

Zhilun Zhou, Yuming Lin, Depeng Jin, Yong Li

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

Comments arXiv admin note: text overlap with arXiv:2402.01698

2402.17119 2024-02-28 cs.CL 89%

Creating Suspenseful Stories: Iterative Planning with Large Language Models

Kaige Xie, Mark Riedl

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

Comments Accepted to EACL 2024

2304.14732 2024-02-27 cs.CL 89%

Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks

Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua

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

Comments Accepted by WWW 2024

2402.13415 2024-02-22 cs.CL 89%

Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text

Kewei Cheng, Nesreen K. Ahmed, Theodore Willke, Yizhou Sun

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

2402.08259 2024-02-14 cs.CL 89%

A Survey of Table Reasoning with Large Language Models

Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che

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

2402.06596 2024-02-12 cs.AI cs.HC cs.SE 89%

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment

Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao

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

2402.05376 2024-02-09 cs.CL 89%

Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models

Feihu Jin, Yifan Liu, Ying Tan

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

Comments 17 pages, 5 figures, 16 tables

2402.03916 2024-02-09 cs.IR cs.CL 89%

Can Large Language Models Detect Rumors on Social Media?

Qiang Liu, Xiang Tao, Junfei Wu, Shu Wu, Liang Wang

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

2310.13549 2024-02-08 cs.CL cs.CY cs.HC 89%

The Perils & Promises of Fact-checking with Large Language Models

Dorian Quelle, Alexandre Bovet

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

Journal ref Frontiers in Artificial Intelligence, Volume 7, 2024

2402.03628 2024-02-07 cs.CL 89%

Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies

Zhixuan Chu, Yan Wang, Feng Zhu, Lu Yu, Longfei Li, Jinjie Gu

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

Comments 14 pages, 1 figure

1. 推理与问题求解 18810 篇

AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails

Can Foundational Large Language Models Assist with Conducting Pharmaceuticals Manufacturing Investigations?

Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation

GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach

Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models

Generating consistent PDDL domains with Large Language Models

Improving the Diproche CNL through Autoformalization via Large Language Models

Exploring Autonomous Agents through the Lens of Large Language Models: A Review

SALMONN: Towards Generic Hearing Abilities for Large Language Models

Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models

RELIC: Investigating Large Language Model Responses using Self-Consistency

SayNav: Grounding Large Language Models for Dynamic Planning to Navigation in New Environments

Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts

Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Instructing Large Language Models to Identify and Ignore Irrelevant Conditions

Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review

Can Large Language Models Play Games? A Case Study of A Self-Play Approach

Large Language Models as Analogical Reasoners

Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism

Large Language Model for Participatory Urban Planning

Creating Suspenseful Stories: Iterative Planning with Large Language Models

Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks

Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text

A Survey of Table Reasoning with Large Language Models

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment

Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models

Can Large Language Models Detect Rumors on Social Media?

The Perils & Promises of Fact-checking with Large Language Models

Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies