conftrace_

instruction following

464 papers

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Also known as

IF

Co-occurring keywords · papers mentioning both

large language model (191) reinforcement learning (38) multimodal learning (38) language model (37) benchmark evaluation (31) instruction tuning (27) vision-language model (24) zero-shot learning (22) direct preference optimization (19) text generation (18)

Papers

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025 Better Instruction-Following Through Minimum Bayes Risk ICLR 2025 Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models ICLR 2025 Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025 Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025 Capability Instruction Tuning AAAI 2025 Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025 CARE-STaR: Constraint-aware Self-taught Reasoner ACL 2025 Chain-of-Specificity: Enhancing Task-Specific Constraint Adherence in Large Language Models COLING 2025 CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025 CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025 CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning ICLR 2025 Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025 ComposableNav: Instruction-Following Navigation in Dynamic Environments via Composable Diffusion CoRL 2025 Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025 CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World ACL 2025 Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM’s Nest ACL 2025 CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025 DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025 Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025 DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ACL 2025 Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025