Cover Image

A Survey on Multi-Turn Interaction Capabilities of Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Chen, Dai, Xinyi, Wu, Yaxiong, Yang, Qu, Wang, Yasheng, Tang, Ruiming, Liu, Yong
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MassTool: A Multi-Task Search-Based Tool Retrieval Framework for Large Language Models
by: Lin, Jianghao, et al.
Published: (2025)

NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
by: Zhang, Weiming, et al.
Published: (2025)

LogitsCoder: Towards Efficient Chain-of-Thought Path Search via Logits Preference Decoding for Code Generation
by: Chen, Jizheng, et al.
Published: (2026)

Large Language Models Make Sample-Efficient Recommender Systems
by: Lin, Jianghao, et al.
Published: (2024)

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
by: Li, Wenjun, et al.
Published: (2025)

Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models
by: Li, Yubo, et al.
Published: (2025)

Schema as Parameterized Tools for Universal Information Extraction
by: Liang, Sheng, et al.
Published: (2025)

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
by: Li, Qingyao, et al.
Published: (2024)

Performance Law of Large Language Models
by: Wu, Chuhan, et al.
Published: (2024)

CoIR: A Comprehensive Benchmark for Code Information Retrieval Models
by: Li, Xiangyang, et al.
Published: (2024)

Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges
by: Li, Qingyao, et al.
Published: (2023)

MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
by: Kwan, Wai-Chung, et al.
Published: (2024)

Evaluating the External and Parametric Knowledge Fusion of Large Language Models
by: Zhang, Hao, et al.
Published: (2024)

Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task
by: Qu, Fanyi, et al.
Published: (2023)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)

Effective and Efficient Schema-aware Information Extraction Using On-Device Large Language Models
by: Wen, Zhihao, et al.
Published: (2025)

Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction
by: Jiang, Yuxin, et al.
Published: (2025)

ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
by: Zeng, Xingshan, et al.
Published: (2025)

Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition?
by: Li, Xiangyang, et al.
Published: (2025)

Multi-Turn Interactions for Text-to-SQL with Large Language Models
by: Xiong, Guanming, et al.
Published: (2024)

TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models
by: Zhang, Yiran, et al.
Published: (2025)

Quantifying Conversational Reliability of Large Language Models under Multi-Turn Interaction
by: Myung, Jiyoon
Published: (2026)

Automated Privacy Information Annotation in Large Language Model Interactions
by: Zeng, Hang, et al.
Published: (2025)

Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models
by: Sun, Yuchong, et al.
Published: (2023)

MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
by: Wu, Siwei, et al.
Published: (2024)

Entropy Law: The Story Behind Data Compression and LLM Performance
by: Yin, Mingjia, et al.
Published: (2024)

Learning Evolving Tools for Large Language Models
by: Chen, Guoxin, et al.
Published: (2024)

A Survey of AIOps in the Era of Large Language Models
by: Zhang, Lingzhe, et al.
Published: (2025)

Deploying Multi-task Online Server with Large Language Model
by: Qu, Yincen, et al.
Published: (2024)

A Survey of Large Language Models
by: Zhao, Wayne Xin, et al.
Published: (2023)

TurnWise: The Gap between Single- and Multi-turn Language Model Capabilities
by: Graf, Victoria, et al.
Published: (2026)

Tool Learning with Large Language Models: A Survey
by: Qu, Changle, et al.
Published: (2024)

SurveyX: Academic Survey Automation via Large Language Models
by: Liang, Xun, et al.
Published: (2025)

From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models
by: Tong, Junlong, et al.
Published: (2026)

ReviewInstruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models
by: Wu, Jiangxu, et al.
Published: (2025)

The Fine Line: Navigating Large Language Model Pretraining with Down-streaming Capability Analysis
by: Yang, Chen, et al.
Published: (2024)

Efficient Large Language Models: A Survey
by: Wan, Zhongwei, et al.
Published: (2023)

A Survey on Employing Large Language Models for Text-to-SQL Tasks
by: Shi, Liang, et al.
Published: (2024)

A Survey on Model Compression for Large Language Models
by: Zhu, Xunyu, et al.
Published: (2023)

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
by: Tang, Tianyi, et al.
Published: (2024)