conftrace_

instruction following

396 papers

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Also known as

IF

Co-occurring keywords

large language model (13587) reinforcement learning (4352) benchmark evaluation (1556) language model (4599) multimodal learning (4645) instruction tuning (838) zero-shot learning (3650) model alignment (226) text generation (2913) vision-language navigation (118)

Papers

AudioBench: A Universal Benchmark for Audio Large Language Models NAACL 2025
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization NAACL 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025
Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study EMNLP 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025
LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios ACL 2025
CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025
DPL: Diverse Preference Learning Without A Reference Model NAACL 2025
GATEAU: Selecting Influential Samples for Long Context Alignment EMNLP 2025
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025
RuleR: Improving LLM Controllability by Rule-based Data Recycling NAACL 2025
Improving Instruct Models for Free: A Study on Partial Adaptation EMNLP 2025
Uncovering Factor-Level Preference to Improve Human-Model Alignment EMNLP 2025
LLaVA-Critic: Learning to Evaluate Multimodal Models CVPR 2025
GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation CVPR 2025
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea CVPR 2025
Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025
Verifiable Format Control for Large Language Model Generations NAACL 2025
Learning to Ask: When LLM Agents Meet Unclear Instruction EMNLP 2025
UltraIF: Advancing Instruction Following from the Wild EMNLP 2025