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

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
Reverse Preference Optimization for Complex Instruction Following ACL 2025
Wait, that’s not an option: LLMs Robustness with Incorrect Multiple-Choice Options ACL 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025
Retrospective Learning from Interactions ACL 2025
Empowering LLMs to Understand and Generate Complex Vector Graphics CVPR 2025
Improving Instruct Models for Free: A Study on Partial Adaptation EMNLP 2025
Uncovering Factor-Level Preference to Improve Human-Model Alignment EMNLP 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant IJCAI 2025
Aria-UI: Visual Grounding for GUI Instructions ACL 2025
Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025
Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025
TESS 2: A Large-Scale Generalist Diffusion Language Model ACL 2025
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
NAVER LABS Europe Submission to the Instruction-following Track ACL 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning 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
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025