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

LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models AAAI 2026
Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026
ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization EACL 2026
Step-by-step Layered Design Generation AAAI 2026
Complex Instruction Following with Diverse Style Policies in Football Games AAAI 2026
DecIF: Improving Instruction-Following through Decomposition ACL 2026
Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering EACL 2026
CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026
TurkBench: A Benchmark for Evaluating Turkish Large Language Models EACL 2026
Scaling Towards the Information Boundary of Instructions through Data Synthesizing AAAI 2026
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users AAAI 2026
DIFFA: Large Language Diffusion Models Can Listen and Understand AAAI 2026
Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following AAAI 2026
PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology AAAI 2026
Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities EACL 2026
ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs EACL 2026
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions EACL 2026
Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models EACL 2026
We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026
Stay Focused: Problem Drift in Multi-Agent Debate EACL 2026
UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception AAAI 2026
DiTEA: Mixture-of-Experts for Vision-Language-Action Model in Robotic Manipulation AAAI 2026
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026
GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt AAAI 2026
Revisiting the Reliability of Language Models in Instruction-Following ACL 2026