Browse State-of-the-Art › Instruction Following › Papers, page 8

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 8 of 12: papers 701 to 800 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.

• Separator Injection Attack: Uncovering Dialogue Biases in Large Language Models Caused by Role Separators
  8 Apr 2025 0 repositories listed
• The Hidden Space of Safety: Understanding Preference-Tuned LLMs in Multilingual context
  3 Apr 2025 0 repositories listed
• Effectively Controlling Reasoning Models through Thinking Intervention
  31 Mar 2025 0 repositories listed
• Pay More Attention to the Robustness of Prompt for Instruction Data Mining
  31 Mar 2025 0 repositories listed
• Learning to Instruct for Visual Instruction Tuning
  28 Mar 2025 0 repositories listed
• Gemma 3 Technical Report
  25 Mar 2025 0 repositories listed
• OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence
  20 Mar 2025 0 repositories listed
• ThinkPatterns-21k: A Systematic Study on the Impact of Thinking Patterns in LLMs
  17 Mar 2025 0 repositories listed
• ICCO: Learning an Instruction-conditioned Coordinator for Language-guided Task-aligned Multi-robot Control
  15 Mar 2025 0 repositories listed
• D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
  14 Mar 2025 0 repositories listed
• Compositional Subspace Representation Fine-tuning for Adaptive Large Language Models
  13 Mar 2025 0 repositories listed
• Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding
  12 Mar 2025 0 repositories listed
• Got Compute, but No Data: Lessons From Post-training a Finnish LLM
  12 Mar 2025 0 repositories listed
• DAFE: LLM-Based Evaluation Through Dynamic Arbitration for Free-Form Question-Answering
  11 Mar 2025 0 repositories listed
• Open-World Skill Discovery from Unsegmented Demonstrations
  11 Mar 2025 0 repositories listed
• XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
  10 Mar 2025 0 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
• Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting
  9 Mar 2025 0 repositories listed
• S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information
  7 Mar 2025 0 repositories listed
• IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval
  6 Mar 2025 0 repositories listed
• CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation
  5 Mar 2025 0 repositories listed
• LEWIS (LayEr WIse Sparsity) -- A Training Free Guided Model Merging Approach
  5 Mar 2025 0 repositories listed
• Robust Learning of Diverse Code Edits
  5 Mar 2025 0 repositories listed
• Unified Mind Model: Reimagining Autonomous Agents in the LLM Era
  5 Mar 2025 0 repositories listed
• InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training
  4 Mar 2025 0 repositories listed
• Iterative Value Function Optimization for Guided Decoding
  4 Mar 2025 0 repositories listed
• In-context Learning vs. Instruction Tuning: The Case of Small and Multilingual Language Models
  3 Mar 2025 0 repositories listed
• Triple Phase Transitions: Understanding the Learning Dynamics of Large Language Models from a Neuroscience Perspective
  28 Feb 2025 0 repositories listed
• Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge
  27 Feb 2025 0 repositories listed
• DataMan: Data Manager for Pre-training Large Language Models
  26 Feb 2025 0 repositories listed
• Ground-level Viewpoint Vision-and-Language Navigation in Continuous Environments
  26 Feb 2025 0 repositories listed
• Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models
  26 Feb 2025 0 repositories listed
• URO-Bench: A Comprehensive Benchmark for End-to-End Spoken Dialogue Models
  25 Feb 2025 0 repositories listed
• ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models
  24 Feb 2025 0 repositories listed
• UrduLLaMA 1.0: Dataset Curation, Preprocessing, and Evaluation in Low-Resource Settings
  24 Feb 2025 0 repositories listed
• Sequence-level Large Language Model Training with Contrastive Preference Optimization
  23 Feb 2025 0 repositories listed
• Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh
  19 Feb 2025 0 repositories listed
• Investigating Non-Transitivity in LLM-as-a-Judge
  19 Feb 2025 0 repositories listed
• OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment
  19 Feb 2025 0 repositories listed
• TALKPLAY: Multimodal Music Recommendation with Large Language Models
  19 Feb 2025 0 repositories listed
• Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models
  18 Feb 2025 0 repositories listed
• Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models
  17 Feb 2025 0 repositories listed
• Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding
  17 Feb 2025 0 repositories listed
• SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models
  17 Feb 2025 0 repositories listed
• E2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection
  12 Feb 2025 0 repositories listed
• Who Taught You That? Tracing Teachers in Model Distillation
  10 Feb 2025 0 repositories listed
• Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following
  8 Feb 2025 0 repositories listed
• Hypencoder: Hypernetworks for Information Retrieval
  7 Feb 2025 0 repositories listed
• Verifiable Format Control for Large Language Model Generations
  6 Feb 2025 0 repositories listed
• LLMs can be easily Confused by Instructional Distractions
  5 Feb 2025 0 repositories listed
• Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons
  5 Feb 2025 0 repositories listed
• SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
  4 Feb 2025 0 repositories listed
• Shuttle Between the Instructions and the Parameters of Large Language Models
  4 Feb 2025 0 repositories listed
• BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation
  3 Feb 2025 0 repositories listed
• Learning Human Perception Dynamics for Informative Robot Communication
  3 Feb 2025 0 repositories listed
• Disentangling Length Bias In Preference Learning Via Response-Conditioned Modeling
  2 Feb 2025 0 repositories listed
• ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration
  2 Feb 2025 0 repositories listed
• Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models
  30 Jan 2025 0 repositories listed
• Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models
  30 Jan 2025 0 repositories listed
• 3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow
  28 Jan 2025 0 repositories listed
• How well can LLMs Grade Essays in Arabic?
  27 Jan 2025 0 repositories listed
• Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
  23 Jan 2025 0 repositories listed
• Compositional Instruction Following with Language Models and Reinforcement Learning
  21 Jan 2025 0 repositories listed
• BAP v2: An Enhanced Task Framework for Instruction Following in Minecraft Dialogues
  18 Jan 2025 0 repositories listed
• DNA 1.0 Technical Report
  18 Jan 2025 0 repositories listed
• Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking
  18 Jan 2025 0 repositories listed
• Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
  13 Jan 2025 0 repositories listed
• A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context
  12 Jan 2025 0 repositories listed
• Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models
  10 Jan 2025 0 repositories listed
• MinMo: A Multimodal Large Language Model for Seamless Voice Interaction
  10 Jan 2025 0 repositories listed
• Scalable Vision Language Model Training via High Quality Data Curation
  10 Jan 2025 0 repositories listed
• LongViTU: Instruction Tuning for Long-Form Video Understanding
  9 Jan 2025 0 repositories listed
• Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models
  7 Jan 2025 0 repositories listed
• DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
  5 Jan 2025 0 repositories listed
• Instruction-Following Pruning for Large Language Models
  3 Jan 2025 0 repositories listed
• HSI-GPT: A General-Purpose Large Scene-Motion-Language Model for Human Scene Interaction
  1 Jan 2025 0 repositories listed
• MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output
  1 Jan 2025 0 repositories listed
• SLADE: Shielding against Dual Exploits in Large Vision-Language Models
  1 Jan 2025 0 repositories listed
• Hindsight Planner: A Closed-Loop Few-Shot Planner for Embodied Instruction Following
  27 Dec 2024 0 repositories listed
• Internalized Self-Correction for Large Language Models
  21 Dec 2024 0 repositories listed
• LearnLM: Improving Gemini for Learning
  21 Dec 2024 0 repositories listed
• Length Controlled Generation for Black-box LLMs
  19 Dec 2024 0 repositories listed
• Systematic Evaluation of Long-Context LLMs on Financial Concepts
  19 Dec 2024 0 repositories listed
• A Systematic Examination of Preference Learning through the Lens of Instruction-Following
  18 Dec 2024 0 repositories listed
• MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
  18 Dec 2024 0 repositories listed
• Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque
  18 Dec 2024 0 repositories listed
• Question: How do Large Language Models perform on the Question Answering tasks? Answer:
  17 Dec 2024 0 repositories listed
• ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation
  15 Dec 2024 0 repositories listed
• Empowering LLMs to Understand and Generate Complex Vector Graphics
  15 Dec 2024 0 repositories listed
• Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval
  15 Dec 2024 0 repositories listed
• VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation
  13 Dec 2024 0 repositories listed
• EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM
  12 Dec 2024 0 repositories listed
• LLaVA-Zip: Adaptive Visual Token Compression with Intrinsic Image Information
  11 Dec 2024 0 repositories listed
• SmolTulu: Higher Learning Rate to Batch Size Ratios Can Lead to Better Reasoning in SLMs
  11 Dec 2024 0 repositories listed
• LLMs for Generalizable Language-Conditioned Policy Learning under Minimal Data Requirements
  9 Dec 2024 0 repositories listed
• GROOT-2: Weakly Supervised Multi-Modal Instruction Following Agents
  7 Dec 2024 0 repositories listed
• EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
  6 Dec 2024 0 repositories listed
• LLM-Align: Utilizing Large Language Models for Entity Alignment in Knowledge Graphs
  6 Dec 2024 0 repositories listed
• If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs
  5 Dec 2024 0 repositories listed
• From Words to Workflows: Automating Business Processes
  4 Dec 2024 0 repositories listed
• VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding
  4 Dec 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.