Evaluating Large Language Models at Evaluating Instruction Following Oct 11, 2023 Instruction Following
Code Code Available 5 INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models Feb 22, 2024 Information Retrieval Instruction Following
Code Code Available 5 AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios May 22, 2025 Benchmarking Instruction Following
Code Code Available 5 Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering Jul 31, 2023 Instruction Following Question Answering
Code Code Available 5 Instruction-Guided Visual Masking May 30, 2024 Instruction Following Visual Grounding
Code Code Available 5 Instruction-Following Agents with Multimodal Transformer Oct 24, 2022 Instruction Following Visual Grounding
Code Code Available 5 ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning Mar 14, 2024 Chart Understanding Instruction Following
Code Code Available 5 DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation Nov 16, 2023 Decision Making Instruction Following
Code Code Available 5 ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback Apr 5, 2023 Instruction Following Machine Translation
Code Code Available 5 PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology May 24, 2023 Diagnostic Instruction Following
Code Code Available 5 Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Sep 19, 2024 Form Instruction Following
Code Code Available 5 Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems Feb 27, 2024 Instruction Following RAG
Code Code Available 5 Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations Oct 2, 2023 In-Context Learning Instruction Following
Code Code Available 5 Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight Oct 21, 2019 continuous-control Continuous Control
Code Code Available 5 Instruct and Extract: Instruction Tuning for On-Demand Information Extraction Oct 24, 2023 Instruction Following
Code Code Available 5 InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 Aug 23, 2023 Instruction Following Question Answering
Code Code Available 5 Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping Feb 16, 2025 Code Generation Instruction Following
Code Code Available 5 CB2: Collaborative Natural Language Interaction Research Platform Mar 14, 2023 Instruction Following
Code Code Available 5 Personalized Language Modeling from Personalized Human Feedback Feb 6, 2024 Instruction Following Language Modeling
Code Code Available 5 Lexicon Learning for Few-Shot Neural Sequence Modeling Jun 7, 2021 Instruction Following Machine Translation
Code Code Available 5 Pragmatic Instruction Following and Goal Assistance via Cooperative Language-Guided Inverse Planning Feb 27, 2024 Bayesian Inference Instruction Following
Code Code Available 5 Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available 5 InfMLLM: A Unified Framework for Visual-Language Tasks Nov 12, 2023 GPU Image Captioning
Code Code Available 5 OphGLM: Training an Ophthalmology Large Language-and-Vision Assistant based on Instructions and Dialogue Jun 21, 2023 Instruction Following Language Modeling
Code Code Available 5 LIONs: An Empirically Optimized Approach to Align Language Models Jul 9, 2024 Instruction Following
Code Code Available 5 Are Emergent Abilities in Large Language Models just In-Context Learning? Sep 4, 2023 In-Context Learning Instruction Following
Code Code Available 5 Infer Human's Intentions Before Following Natural Language Instructions Sep 26, 2024 Instruction Following
Code Code Available 5 MergeBench: A Benchmark for Merging Domain-Specialized LLMs May 16, 2025 Instruction Following
Code Code Available 5 Inferring Rewards from Language in Context Apr 5, 2022 Instruction Following Reinforcement Learning (RL)
Code Code Available 5 Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators Jul 8, 2023 Fairness Instruction Following
Code Code Available 5 Improving Translation Faithfulness of Large Language Models via Augmenting Instructions Aug 24, 2023 Instruction Following Machine Translation
Code Code Available 5 On the Multi-turn Instruction Following for Conversational Web Agents Feb 23, 2024 Conversational Web Navigation Instruction Following
Code Code Available 5 A Recipe For Building a Compliant Real Estate Chatbot Oct 7, 2024 Chatbot Instruction Following
Code Code Available 5 Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer Nov 12, 2023 In-Context Learning Instruction Following
Code Code Available 5 Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models Jun 2, 2025 Instruction Following Reinforcement Learning (RL)
Code Code Available 5 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following Feb 28, 2023 Instruction Following Zero-shot Generalization
Code Code Available 5 Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text Jun 8, 2025 Instruction Following
Code Code Available 5 InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech Systems Jun 19, 2025 Benchmarking Descriptive
Code Code Available 5 Efficient Inference of Vision Instruction-Following Models with Elastic Cache Jul 25, 2024 Instruction Following Text Generation
Code Code Available 5 On the Exploitability of Instruction Tuning Jun 28, 2023 Data Poisoning Instruction Following
Code Code Available 5 Hybrid Alignment Training for Large Language Models Jun 21, 2024 Instruction Following
Code Code Available 5 IDA-Bench: Evaluating LLMs on Interactive Guided Data Analysis May 23, 2025 Instruction Following
Code Code Available 5 Can Language Models Follow Multiple Turns of Entangled Instructions? Mar 17, 2025 Instruction Following Memorization
Code Code Available 5 LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation May 19, 2023 Image Generation Instruction Following
Code Code Available 5 OmniGenBench: A Benchmark for Omnipotent Multimodal Generation across 50+ Tasks May 24, 2025 Image Generation Instruction Following
Code Code Available 5 EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing Jul 18, 2024 Instruction Following Language Modeling
Code Code Available 5 Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Apr 24, 2023 Instruction Following Language Modelling
Code Code Available 5 Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors May 18, 2023 Instruction Following Question Answering
Code Code Available 5 "No, to the Right" -- Online Language Corrections for Robotic Manipulation via Shared Autonomy Jan 6, 2023 Instruction Following
Code Code Available 5 NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models Mar 4, 2024 Instruction Following
Code Code Available 5 