Browse State-of-the-Art › Instruction Following › Papers, page 11

Instruction Following

Papers archive 2025-07-28

archive papers tagged: 1,135 · with a code link: 609 · where Syntology ran a sample: 311 (255 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (311 of 1,135 tagged: 255 with a run with no instrument failure, 56 where every run was a failure of Syntology's instrument)

Page 11 of 12: papers 1,001 to 1,100 of 1,135, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Vision-Language Models Provide Promptable Representations for Reinforcement Learning
  5 Feb 2024 0 repositories listed
• Diversity Measurement and Subset Selection for Instruction Tuning Datasets
  4 Feb 2024 0 repositories listed
• Mitigating the Influence of Distractor Tasks in LMs with Prior-Aware Decoding
  31 Jan 2024 0 repositories listed
• KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants
  29 Jan 2024 0 repositories listed
• AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents
  23 Jan 2024 0 repositories listed
• COCO is "ALL'' You Need for Visual Instruction Fine-tuning
  17 Jan 2024 0 repositories listed
• PUB: A Pragmatics Understanding Benchmark for Assessing LLMs' Pragmatics Capabilities
  13 Jan 2024 0 repositories listed
• Human-Instruction-Free LLM Self-Alignment with Limited Samples
  6 Jan 2024 0 repositories listed
• Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models
  6 Jan 2024 0 repositories listed
• Multilingual Instruction Tuning With Just a Pinch of Multilinguality
  3 Jan 2024 0 repositories listed
• SSP: A Simple and Safe automatic Prompt engineering method towards realistic image synthesis on LVM
  2 Jan 2024 0 repositories listed
• Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
  1 Jan 2024 0 repositories listed
• Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action
  1 Jan 2024 0 repositories listed
• Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey
  27 Dec 2023 0 repositories listed
• LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
  21 Dec 2023 0 repositories listed
• Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning
  19 Dec 2023 0 repositories listed
• ThinkBot: Embodied Instruction Following with Thought Chain Reasoning
  12 Dec 2023 0 repositories listed
• Rethinking the Instruction Quality: LIFT is What You Need
  12 Dec 2023 0 repositories listed
• Aligner: One Global Token is Worth Millions of Parameters When Aligning Large Language Models
  9 Dec 2023 0 repositories listed
• Text as Image: Learning Transferable Adapter for Multi-Label Classification
  7 Dec 2023 0 repositories listed
• MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
  5 Dec 2023 0 repositories listed
• InstructBooth: Instruction-following Personalized Text-to-Image Generation
  4 Dec 2023 0 repositories listed
• MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation
  4 Dec 2023 0 repositories listed
• Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models
  27 Nov 2023 0 repositories listed
• Towards Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs
  27 Nov 2023 0 repositories listed
• GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation
  25 Nov 2023 0 repositories listed
• LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms
  22 Nov 2023 0 repositories listed
• Data Diversity Matters for Robust Instruction Tuning
  21 Nov 2023 0 repositories listed
• Traffic Sign Interpretation in Real Road Scene
  17 Nov 2023 0 repositories listed
• Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination
  16 Nov 2023 0 repositories listed
• FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models
  16 Nov 2023 0 repositories listed
• WatME: Towards Lossless Watermarking Through Lexical Redundancy
  16 Nov 2023 0 repositories listed
• Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers?
  15 Nov 2023 0 repositories listed
• MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy
  15 Nov 2023 0 repositories listed
• MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
  13 Nov 2023 0 repositories listed
• Active Reasoning in an Open-World Environment
  3 Nov 2023 0 repositories listed
• COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning
  3 Nov 2023 0 repositories listed
• Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
  2 Nov 2023 0 repositories listed
• CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
  25 Oct 2023 0 repositories listed
• Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper
  25 Oct 2023 0 repositories listed
• Privately Aligning Language Models with Reinforcement Learning
  25 Oct 2023 0 repositories listed
• Analyzing Multilingual Competency of LLMs in Multi-Turn Instruction Following: A Case Study of Arabic
  23 Oct 2023 0 repositories listed
• LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation
  18 Oct 2023 0 repositories listed
• VeRA: Vector-based Random Matrix Adaptation
  17 Oct 2023 0 repositories listed
• Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
  16 Oct 2023 0 repositories listed
• Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
  14 Oct 2023 0 repositories listed
• GROOT: Learning to Follow Instructions by Watching Gameplay Videos
  12 Oct 2023 0 repositories listed
• Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization
  12 Oct 2023 0 repositories listed
• Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models
  11 Oct 2023 0 repositories listed
• From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models
  11 Oct 2023 0 repositories listed
• SteP: Stacked LLM Policies for Web Actions
  5 Oct 2023 0 repositories listed
• Benchmarking and Improving Generator-Validator Consistency of Language Models
  3 Oct 2023 0 repositories listed
• SLM: Bridge the thin gap between speech and text foundation models
  30 Sep 2023 0 repositories listed
• Self-Specialization: Uncovering Latent Expertise within Large Language Models
  29 Sep 2023 0 repositories listed
• Towards LLM-guided Causal Explainability for Black-box Text Classifiers
  23 Sep 2023 0 repositories listed
• Frustrated with Code Quality Issues? LLMs can Help!
  22 Sep 2023 0 repositories listed
• Instruction-Following Speech Recognition
  18 Sep 2023 0 repositories listed
• Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference
  16 Sep 2023 0 repositories listed
• Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis
  11 Sep 2023 0 repositories listed
• Efficient Finetuning Large Language Models For Vietnamese Chatbot
  9 Sep 2023 0 repositories listed
• Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
  7 Sep 2023 0 repositories listed
• Self-driven Grounding: Large Language Model Agents with Automatical Language-aligned Skill Learning
  4 Sep 2023 0 repositories listed
• FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-Checking
  1 Sep 2023 0 repositories listed
• Evaluating the Robustness to Instructions of Large Language Models
  28 Aug 2023 0 repositories listed
• MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
  27 Aug 2023 0 repositories listed
• UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding
  19 Aug 2023 0 repositories listed
• PUMGPT: A Large Vision-Language Model for Product Understanding
  18 Aug 2023 0 repositories listed
• LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following
  9 Aug 2023 0 repositories listed
• ETHER: Aligning Emergent Communication for Hindsight Experience Replay
  28 Jul 2023 0 repositories listed
• Instruction-following Evaluation through Verbalizer Manipulation
  20 Jul 2023 0 repositories listed
• LLM Censorship: A Machine Learning Challenge or a Computer Security Problem?
  20 Jul 2023 0 repositories listed
• ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning
  18 Jul 2023 0 repositories listed
• Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study
  13 Jul 2023 0 repositories listed
• Instruction Mining: Instruction Data Selection for Tuning Large Language Models
  12 Jul 2023 0 repositories listed
• Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning
  5 Jul 2023 0 repositories listed
• Goal Representations for Instruction Following: A Semi-Supervised Language Interface to Control
  30 Jun 2023 0 repositories listed
• KITE: Keypoint-Conditioned Policies for Semantic Manipulation
  29 Jun 2023 0 repositories listed
• CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation
  17 Jun 2023 0 repositories listed
• "Are you telling me to put glasses on the dog?'' Content-Grounded Annotation of Instruction Clarification Requests in the CoDraw Dataset
  4 Jun 2023 0 repositories listed
• Controllable Text-to-Image Generation with GPT-4
  29 May 2023 0 repositories listed
• A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction
  24 May 2023 0 repositories listed
• SAIL: Search-Augmented Instruction Learning
  24 May 2023 0 repositories listed
• Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance
  22 May 2023 0 repositories listed
• Multimodal Web Navigation with Instruction-Finetuned Foundation Models
  19 May 2023 0 repositories listed
• Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
  11 May 2023 0 repositories listed
• Accessible Instruction-Following Agent
  8 May 2023 0 repositories listed
• Knowledge-enhanced Agents for Interactive Text Games
  8 May 2023 0 repositories listed
• Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models
  5 May 2023 0 repositories listed
• Plan, Eliminate, and Track -- Language Models are Good Teachers for Embodied Agents
  3 May 2023 0 repositories listed
• Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following
  7 Apr 2023 0 repositories listed
• ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
  29 Mar 2023 0 repositories listed
• Natural Language-conditioned Reinforcement Learning with Inside-out Task Language Development and Translation
  18 Feb 2023 0 repositories listed
• Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks
  11 Feb 2023 0 repositories listed
• Distilling Internet-Scale Vision-Language Models into Embodied Agents
  29 Jan 2023 0 repositories listed
• Multimodal Sequential Generative Models for Semi-Supervised Language Instruction Following
  29 Dec 2022 0 repositories listed
• CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation
  30 Nov 2022 0 repositories listed
• UGIF: UI Grounded Instruction Following
  14 Nov 2022 0 repositories listed
• Prompter: Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following
  7 Nov 2022 0 repositories listed
• A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning
  6 Oct 2022 0 repositories listed
• Iterative Vision-and-Language Navigation
  6 Oct 2022 0 repositories listed