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

Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant IJCAI 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025
Evaluation of QWEN-3 for English to Ukrainian Translation EMNLP 2025
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation ICCV 2025
Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 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
KIT’s Offline Speech Translation and Instruction Following Submission for IWSLT 2025 ACL 2025
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025
Retrospective Learning from Interactions ACL 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025
STRICT: Stress-Test of Rendering Image Containing Text EMNLP 2025
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025
Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling ICCV 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025
TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? EMNLP 2025
ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025