{"total":91,"rows":[{"id":"2503.09573","title":"Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models","created":"2025-03-12","cited_by_count":409,"area":"diffusion"},{"id":"2504.01848","title":"PaperBench: Evaluating AI's Ability to Replicate AI Research","created":"2025-04-02","cited_by_count":321,"area":null},{"id":"2307.10169","title":"Challenges and Applications of Large Language Models","created":"2023-07-19","cited_by_count":254,"area":null},{"id":"2407.21771","title":"Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs","created":"2024-07-31","cited_by_count":179,"area":"mllm"},{"id":"2412.10193","title":"Simple Guidance Mechanisms for Discrete Diffusion Models","created":"2024-12-13","cited_by_count":155,"area":"diffusion"},{"id":"2408.02657","title":"Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining","created":"2024-08-05","cited_by_count":150,"area":null},{"id":"2405.18415","title":"Why are Visually-Grounded Language Models Bad at Image Classification?","created":"2024-05-28","cited_by_count":102,"area":null},{"id":"2402.04379","title":"Fine-Tuned Language Models Generate Stable Inorganic Materials as Text","created":"2024-02-06","cited_by_count":93,"area":null},{"id":"2311.07466","title":"On Measuring Faithfulness or Self-consistency of Natural Language Explanations","created":"2023-11-13","cited_by_count":73,"area":"lr"},{"id":"2404.10179","title":"Scaling Instructable Agents Across Many Simulated Worlds","created":"2024-03-13","cited_by_count":71,"area":null},{"id":"2406.13340","title":"SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words","created":"2024-06-19","cited_by_count":68,"area":null},{"id":"2402.02992","title":"Decoding-time Realignment of Language Models","created":"2024-02-05","cited_by_count":67,"area":"alignment"},{"id":"2411.02712","title":"V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization","created":"2024-11-05","cited_by_count":67,"area":"mllm"},{"id":"2403.02325","title":"Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training","created":"2024-03-04","cited_by_count":64,"area":"mllm"},{"id":"2406.09750","title":"ControlVAR: Exploring Controllable Visual Autoregressive Modeling","created":"2024-06-14","cited_by_count":58,"area":"diffusion"},{"id":"2502.03930","title":"DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation","created":"2025-02-06","cited_by_count":57,"area":"diffusion"},{"id":"2402.10962","title":"Measuring and Controlling Instruction (In)Stability in Language Model Dialogs","created":"2024-02-13","cited_by_count":53,"area":null},{"id":"2311.14479","title":"Controlled Text Generation via Language Model Arithmetic","created":"2023-11-24","cited_by_count":51,"area":null},{"id":"2402.08680","title":"Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance","created":"2024-02-13","cited_by_count":46,"area":"mllm"},{"id":"2410.02760","title":"Erasing Conceptual Knowledge from Language Models","created":"2024-10-03","cited_by_count":34,"area":"safety"},{"id":"2502.12197","title":"A Closer Look at System Prompt Robustness","created":"2025-02-15","cited_by_count":32,"area":"safety"},{"id":"2407.15811","title":"Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget","created":"2024-07-22","cited_by_count":30,"area":"diffusion"},{"id":"2505.10475","title":"Parallel Scaling Law for Language Models","created":"2025-05-15","cited_by_count":30,"area":"lr"},{"id":"2312.04302","title":"Prompt Highlighter: Interactive Control for Multi-Modal LLMs","created":"2023-12-07","cited_by_count":29,"area":"mllm"},{"id":"2502.05236","title":"Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance","created":"2025-02-07","cited_by_count":27,"area":"alignment"},{"id":"2406.12274","title":"SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models","created":"2024-06-18","cited_by_count":23,"area":"alignment"},{"id":"2408.15205","title":"Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation","created":"2024-08-27","cited_by_count":20,"area":null},{"id":"2307.16686","title":"Guiding Image Captioning Models Toward More Specific Captions","created":"2023-07-31","cited_by_count":17,"area":null},{"id":"2505.14455","title":"CtrlDiff: Boosting Large Diffusion Language Models with Dynamic Block Prediction and Controllable Generation","created":"2025-05-20","cited_by_count":17,"area":"diffusion"},{"id":"2402.07896","title":"Suppressing Pink Elephants with Direct Principle Feedback","created":"2024-02-12","cited_by_count":15,"area":"alignment"},{"id":"2404.12500","title":"UIClip: A Data-driven Model for Assessing User Interface Design","created":"2024-04-18","cited_by_count":14,"area":null},{"id":"2403.11706","title":"Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models","created":"2024-03-18","cited_by_count":13,"area":"diffusion"},{"id":"2407.16564","title":"Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning","created":"2024-07-23","cited_by_count":12,"area":null},{"id":"2411.01610","title":"Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM","created":"2024-11-03","cited_by_count":11,"area":null},{"id":"2506.10948","title":"Execution Guided Line-by-Line Code Generation","created":"2025-06-12","cited_by_count":10,"area":null},{"id":"2508.04651","title":"Live Music Models","created":"2025-08-06","cited_by_count":10,"area":null},{"id":"2410.06084","title":"Diversity-Rewarded CFG Distillation","created":"2024-10-08","cited_by_count":9,"area":null},{"id":"2507.13032","title":"Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation","created":"2025-07-17","cited_by_count":9,"area":"inference"},{"id":"2505.23816","title":"A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs","created":"2025-05-27","cited_by_count":7,"area":"lr"},{"id":"2401.10415","title":"Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals?","created":"2024-01-18","cited_by_count":6,"area":null},{"id":"2410.15702","title":"Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding","created":"2024-10-21","cited_by_count":5,"area":null},{"id":"2502.13177","title":"KL Penalty Control via Perturbation for Direct Preference Optimization","created":"2025-02-18","cited_by_count":5,"area":"alignment"},{"id":"2505.24379","title":"Unlearned but Not Forgotten: Data Extraction after Exact Unlearning in LLM","created":"2025-05-30","cited_by_count":5,"area":"safety"},{"id":"2510.13940","title":"Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention","created":"2025-10-15","cited_by_count":5,"area":"lr"},{"id":"2604.17745","title":"HiRAS: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution","created":"2026-04-20","cited_by_count":5,"area":"agents"},{"id":"2507.09209","title":"Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models","created":"2025-07-12","cited_by_count":4,"area":"mllm"},{"id":"2407.09357","title":"Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees","created":"2024-07-12","cited_by_count":3,"area":null},{"id":"2407.13579","title":"Towards Zero-Shot Multimodal Machine Translation","created":"2024-07-18","cited_by_count":3,"area":null},{"id":"2411.08553","title":"CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs","created":"2024-11-13","cited_by_count":3,"area":null},{"id":"2503.22931","title":"Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use","created":"2025-03-29","cited_by_count":3,"area":"agents"},{"id":"2308.07645","title":"Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation","created":"2023-08-15","cited_by_count":2,"area":"synth"},{"id":"2502.12204","title":"Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration","created":"2025-02-16","cited_by_count":2,"area":null},{"id":"2510.20690","title":"Neural Diversity Regularizes Hallucinations in Language Models","created":"2025-10-23","cited_by_count":2,"area":null},{"id":"2601.06403","title":"Steer Model beyond Assistant: Controlling System Prompt Strength via Contrastive Decoding","created":"2026-01-10","cited_by_count":2,"area":null},{"id":"2407.03600","title":"Chain-of-Thought Augmentation with Logit Contrast for Enhanced Reasoning in Language Models","created":"2024-07-04","cited_by_count":1,"area":"lr"},{"id":"2411.05192","title":"Explaining Mixtures of Sources in News Articles","created":"2024-11-07","cited_by_count":1,"area":null},{"id":"2412.06846","title":"Classifier-free guidance in LLMs Safety","created":"2024-12-08","cited_by_count":1,"area":"safety"},{"id":"2505.16570","title":"URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training","created":"2025-05-22","cited_by_count":1,"area":null},{"id":"2510.17795","title":"What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations","created":"2025-10-20","cited_by_count":1,"area":null},{"id":"2601.13707","title":"Attention-space Contrastive Guidance for Efficient Hallucination Mitigation in LVLMs","created":"2026-01-20","cited_by_count":1,"area":null},{"id":"2602.02727","title":"Search-Augmented Masked Diffusion Models for Constrained Generation","created":"2026-02-02","cited_by_count":1,"area":"diffusion"},{"id":"2606.08850","title":"Intrinsic Selection and Particle Resampling for Inference-Time Scaling Beyond Domain Verifiability","created":"2026-06-07","cited_by_count":1,"area":"lr"},{"id":"2606.09926","title":"Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling","created":"2026-06-07","cited_by_count":1,"area":"lr"},{"id":"2606.14084","title":"Self-Improving VLA Policies: Selected Diffusion Noise for Spurious-Robust Action Smoothing","created":"2026-06-12","cited_by_count":1,"area":"vla"},{"id":"2606.22511","title":"Breaking the Likelihood Trap: Variance-Calibrated Modulation for Large Language Model Decoding","created":"2026-06-21","cited_by_count":1,"area":null},{"id":"2607.12985","title":"Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs","created":"2026-07-14","cited_by_count":1,"area":"alignment"},{"id":"2608.06975","title":"PHASE-Tree: Modeling Character-State Evolution in Long-Horizon Role-Playing Dialogue","created":"2026-08-07","cited_by_count":1,"area":null},{"id":"2609.01016","title":"Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-Speech","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2609.15128","title":"Omni-Streaming Thinking","created":"2026-09-14","cited_by_count":1,"area":null},{"id":"2508.06525","title":"Large Language Models Facilitate Vision Reflection in Image Classification","created":"2025-08-02","cited_by_count":0,"area":"mllm"},{"id":"2509.00914","title":"TinyMusician: On-Device Music Generation with Knowledge Distillation and Mixed Precision Quantization","created":"2025-08-31","cited_by_count":0,"area":null},{"id":"2511.01663","title":"The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity","created":"2025-11-03","cited_by_count":0,"area":null},{"id":"2601.21744","title":"Temporal Guidance for Large Language Models","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2602.03850","title":"WebAccessVL: Violation-Aware VLM for Web Accessibility","created":"2025-12-19","cited_by_count":0,"area":"mllm"},{"id":"2604.13538","title":"Synthesizing Instruction-Tuning Datasets with Contrastive Decoding","created":"2026-04-15","cited_by_count":0,"area":"synth"},{"id":"2604.15577","title":"Reward Weighted Classifier-Free Guidance as Policy Improvement in Autoregressive Models","created":"2026-04-16","cited_by_count":0,"area":"alignment"},{"id":"2604.17884","title":"SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning","created":"2026-04-20","cited_by_count":0,"area":"lr"},{"id":"2605.13595","title":"Inducing Artificial Uncertainty in Language Models","created":"2026-05-13","cited_by_count":0,"area":null},{"id":"2605.16739","title":"EmoMind: Decoding Affective Captions from Human Brain fMRI","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2605.29198","title":"Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization","created":"2026-05-28","cited_by_count":0,"area":"lr"},{"id":"2606.08221","title":"De novo molecular generation with optical property preconditioning at the token level","created":"2026-06-06","cited_by_count":0,"area":null},{"id":"2607.23191","title":"Wrong Design Intent Is Worse Than Never Conditioning: A Derangement-Control Diagnosis of Header Conditioning in CAD Program Completion","created":"2026-07-25","cited_by_count":0,"area":null},{"id":"2608.31105","title":"BLOOM-WILT: Logit Tilting for Behaviour Elicitation in Automated LLM Auditing","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.00555","title":"Potential-Guided Particle Steering for Negation-Constrained Dexterous Grasping","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.14231","title":"Modeling, Scaling, and Decoding: Optimizing Controllable Speech Generation with Nonverbal Vocalizations","created":"2026-09-13","cited_by_count":0,"area":null},{"id":"2609.25411","title":"Learnable Classifier-Free Guidance Null Embeddings for Enhanced Controllable Speech Synthesis","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.27421","title":"Counterfactual Constraint-Conditioned On-Policy Distillation for Multi-Constraint Instruction Following","created":"2026-09-23","cited_by_count":0,"area":"distill"},{"id":"2609.31788","title":"SelfCue: Making a 3D CT Report Generator Say What It Already Knows","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2610.02185","title":"Decoding Looped Transformers Better for (Almost) Free","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.10990","title":"Omni-Diffusion-Distill: Few-Step Distillation of Unified Multimodal Diffusion Large Language Models","created":"2026-10-07","cited_by_count":0,"area":null},{"id":"2610.15097","title":"Anchors Enhance Controllability and Reasoning of Diffusion Language Models","created":"2026-10-10","cited_by_count":0,"area":"lr"}],"next_cursor":null}