Imagen de Portada

Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	He, Yun, Jin, Di, Wang, Chaoqi, Bi, Chloe, Mandyam, Karishma, Zhang, Hejia, Zhu, Chen, Li, Ning, Xu, Tengyu, Lv, Hongjiang, Bhosale, Shruti, Zhu, Chenguang, Sankararaman, Karthik Abinav, Helenowski, Eryk, Kambadur, Melanie, Tayade, Aditya, Ma, Hao, Fang, Han, Wang, Sinong
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation
por: Qin, Chengwei, et al.
Publicado: (2025)

Reinforcement Learning from User Feedback
por: Han, Eric, et al.
Publicado: (2025)

Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
por: Yu, Zishun, et al.
Publicado: (2025)

The Perfect Blend: Redefining RLHF with Mixture of Judges
por: Xu, Tengyu, et al.
Publicado: (2024)

Preference Optimization with Multi-Sample Comparisons
por: Wang, Chaoqi, et al.
Publicado: (2024)

Generalized Parallel Scaling with Interdependent Generations
por: Dong, Harry, et al.
Publicado: (2025)

Bradley-Terry Policy Optimization for Generative Preference Modeling
por: Feng, Shengyu, et al.
Publicado: (2025)

Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression
por: Slivkins, Aleksandrs, et al.
Publicado: (2022)

WILT: A Multi-Turn, Memorization-Robust Inductive Logic Benchmark for LLMs
por: Banatt, Eryk, et al.
Publicado: (2024)

LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training
por: Wu, Bo, et al.
Publicado: (2025)

Phenytoin Intoxication Masquerading as Generalized Chorea
por: Kamalesh Tayade
Publicado: (2026)

Cooperative Task Execution in Multi-Agent Systems
por: Karishma, et al.
Publicado: (2024)

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

Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RL
por: Wu, Zhaofeng, et al.
Publicado: (2026)

An Adaptive Distributed Stencil Abstraction for GPUs
por: Bhosale, Aditya, et al.
Publicado: (2025)

StAyaL | Multilingual Style Transfer
por: Thakrar, Karishma, et al.
Publicado: (2025)

ALIGN: Aligned Delegation with Performance Guarantees for Multi-Agent LLM Reasoning
por: Zhu, Tong, et al.
Publicado: (2026)

CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation
por: Gorla, Aditya, et al.
Publicado: (2025)

Multi-Level Damage-Aware Graph Learning for Resilient UAV Swarm Networks
por: Lin, Huan, et al.
Publicado: (2025)

Ciprofloxacin‐Associated Posterior Reversible Encephalopathy Syndrome ( PRES )
por: Kamalesh Tayade, et al.
Publicado: (2025)

On the Equivalence of Graph Convolution and Mixup
por: Han, Xiaotian, et al.
Publicado: (2023)

The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits
por: Chawla, Ronshee, et al.
Publicado: (2020)

Do Understanding and Generation Fight? A Diagnostic Study of DPO for Unified Multimodal Models
por: Rao, Abinav, et al.
Publicado: (2026)

Intent Mismatch Causes LLMs to Get Lost in Multi-Turn Conversation
por: Liu, Geng, et al.
Publicado: (2026)

SweRank+: Multilingual, Multi-Turn Code Ranking for Software Issue Localization
por: Reddy, Revanth Gangi, et al.
Publicado: (2025)

Simulating, Visualizing and Playing with de Sitter and anti de Sitter spacetime
por: Kopczynski, Eryk
Publicado: (2023)

Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey
por: Guan, Shengyue, et al.
Publicado: (2025)

Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
por: Wang, Chaoqi, et al.
Publicado: (2025)

LLM-Driven Multi-Turn Task-Oriented Dialogue Synthesis for Realistic Reasoning
por: Zhu, Yu, et al.
Publicado: (2026)

Towards Principled Task Grouping for Multi-Task Learning
por: Wang, Chenguang, et al.
Publicado: (2024)

HGMP:Heterogeneous Graph Multi-Task Prompt Learning
por: Jiao, Pengfei, et al.
Publicado: (2025)

Beyond Continuity: Challenges of Context Switching in Multi-Turn Dialogue with LLMs
por: Sinha, Aditya, et al.
Publicado: (2026)

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA
por: Thakrar, Karishma, et al.
Publicado: (2025)

MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference
por: Zhang, Zheyuan, et al.
Publicado: (2025)

Mitigating Conversational Inertia in Multi-Turn Agents
por: Wan, Yang, et al.
Publicado: (2026)

A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation
por: Zhang, Wei-Nan, et al.
Publicado: (2024)

Helpful to a Fault: Measuring Illicit Assistance in Multi-Turn, Multilingual LLM Agents
por: Talokar, Nivya, et al.
Publicado: (2026)

DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering
por: Wang, Yilin, et al.
Publicado: (2026)

Compact Multi-Service Antenna for Sensing and Communication Using Reconfigurable Complementary Spiral Resonator
por: Raza, Ali, et al.
Publicado: (2024)

Rank-Aware Quantile Activation for Motion-Robust Crop Segmentation in UAV Imagery
por: Kiran, Abinav, et al.
Publicado: (2026)