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

How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective EMNLP 2024
Systematic Evaluation of Long-Context LLMs on Financial Concepts EMNLP 2024
LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models EMNLP 2024
Suri: Multi-constraint Instruction Following in Long-form Text Generation EMNLP 2024
Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation EMNLP 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024
TOWER: Tree Organized Weighting for Evaluating Complex Instructions EMNLP 2024
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024
Instruction-Guided Visual Masking NIPS 2024
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena NIPS 2024
Benchmarking Complex Instruction-Following with Multiple Constraints Composition NIPS 2024
PromptFix: You Prompt and We Fix the Photo NIPS 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale NIPS 2024
DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action CVPR 2024
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024
Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following CVPR 2024
Towards Learning a Generalist Model for Embodied Navigation CVPR 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback NIPS 2024
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation AAAI 2024
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024
VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation AAAI 2024