conftrace_

instruction following

396 papers

Explore in graph

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

Measuring Distribution Shift in User Prompts and Its Effects on LLM Performance ACL 2026

S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models ACL 2026

CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing ACL 2026

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models ACL 2026

PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ACL 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

DIFFA: Large Language Diffusion Models Can Listen and Understand AAAI 2026

Complex Instruction Following with Diverse Style Policies in Football Games AAAI 2026

DecIF: Improving Instruction-Following through Decomposition ACL 2026

Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026

One Battle After Another: Probing LLMs’ Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework ACL 2026

InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning ACL 2026

KIT’s Offline Speech Translation and Instruction Following Submission for IWSLT 2025 ACL 2025

InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025

GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025

Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025