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Period ending 2026-09-21

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  1. From Image to Music Language: A Two-Stage Structure Decoding Approach for Complex Polyphonic OMR

    Apr 22, 2026Nan Xu, Shiheng Li, Shengchao HouSheet MusicHuman Annotations

  2. Learning to count small and clustered objects with application to bacterial colonies

    Apr 21, 2026Minghua Zheng, Na Helian, Peter C. R. Lane +2Bacterial Colony CountingCounting

  3. Explore Like Humans: Autonomous Exploration with Online SG-Memo Construction for Embodied Agents

    Apr 21, 2026Xu Chen, Shichao Xie, Zhining Gu +7Embodied NavigationCognitive Map

  4. Modeling Human Perspectives with Socio-Demographic Representations

    Apr 20, 2026Leixin Zhang, Cagri ColtekinHuman AnnotatorsDemographics

  5. From Fallback to Frontline: When Can LLMs be Superior Annotators of Human Perspectives?

    Apr 20, 2026Hasan Amin, Harry Yizhou Tian, Xiaoni Duan +3Human AnnotatorsImplicit Bias

  6. Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning

    Apr 19, 2026Zhiyin Yu, Bo Zhang, Qibin Hou +3EasyHuman Annotations

  7. REALM: Reliable Expertise-Aware Language Model Fine-Tuning from Noisy Annotations

    Apr 19, 2026Sajjad Ghiasvand, Mark Beliaev, Mahnoosh Alizadeh +1Large Language Model Fine-TuningSupervised Fine-Tuning

  8. The Granularity Gap: A Multi-Dimensional Longitudinal Audit of Sycophancy in Gemini Models

    Apr 19, 2026Patrick KeoughSycophancyAlgorithm Auditing

  9. Beyond Black-Box Labels: Interpretable Criteria for Diagnosing Subjective NLP Tasks

    Apr 18, 2026Nisrine Rair, Alban Goupil, Valeriu Vrabie +1Human AnnotatorsNatural Language Processing Tasks

  10. LIVE: Leveraging Image Manipulation Priors for Instruction-based Video Editing

    Apr 18, 2026Weicheng Wang, Zhicheng Zhang, Zhongqi Zhang +6Video EditingVideo Dataset

  11. Evaluating Tool-Using Language Agents: Judge Reliability, Propagation Cascades, and Runtime Mitigation in AgentProp-Bench

    Apr 17, 2026Bhaskar GurramOpti-Agent-BenchRuntime Enforcement

  12. IYKYK (But AI Doesn't): Automated Content Moderation Does Not Capture Communities' Heterogeneous Attitudes Towards Reclaimed Language

    Apr 17, 2026Christina Chance, Rebecca Pattichis, Arjun Subramonian +4Hate SpeechContent Moderation

  13. DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

    Apr 17, 2026Siun Kim, Hyung-Jin YoonNamed-Entity RecognitionHuman Annotations

  14. SpecPylot: Python Specification Generation using Large Language Models

    Apr 17, 2026Ragib Shahariar Ayon, Shibbir AhmedMock-Interface SynthesisKernel Contracts

  15. Exploring and Testing Skill-Based Behavioral Profile Annotation: Human Operability and LLM Feasibility under Schema-Guided Execution

    Apr 16, 2026Yufeng WuHuman AnnotationsAnnotations

  16. Do We Still Need Humans in the Loop? Human vs. LLM Annotation in Active Learning for TikTok Hate Speech Detection

    Apr 15, 2026Ahmad Dawar Hakimi, Lea Hirlimann, Isabelle Augenstein +1Human AnnotationsHate Speech

  17. ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery

    Apr 10, 2026Shahar Levy, Eliya Habba, Reshef Mintz +3SchemaNatural Language Queries

  18. How Annotation Trains Annotators: Competence Development in Social Influence Recognition

    Apr 3, 2026Maciej Markiewicz, Beata Bajcar, Wiktoria Mieleszczenko-Kowszewicz +8Human AnnotatorsHuman Annotations

  19. GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation

    Mar 27, 2026Rui Xie, Zhi Gao, Chenrui Shi +3Graphical User Interface AgentsAgentic Video Generation

  20. ET-SAM: Efficient Point Prompt Prediction in SAM for Unified Scene Text Detection and Layout Analysis

    Mar 26, 2026Xike Zhang, Maoyuan Ye, Juhua Liu +1Segment Anything ModelScene Text Recognition

  21. Is Human Annotation Necessary? Iterative MBR Distillation for Error Span Detection in Machine Translation

    Mar 13, 2026Boxuan Lyu, Haiyue Song, Zhi QuNeural Machine Translation ModelsMachine Translation

  22. Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories

    Feb 16, 2026Praditha Alwis, Soumyadeep Chandra, Deepak Ravikumar +1Dense Temporal AnnotationFine-Grained Video Understanding

  23. Discovering High Level Patterns from Simulation Traces

    Feb 10, 2026Sean Memery, Kartic SubrLlm-DrivenAnnotations

  24. BRIDGE: Predicting Human Task Completion Time From Model Performance

    Feb 6, 2026Fengyuan Liu, Jay Gala, Nilaksh +3Artificial Intelligence BenchmarksPsychometrics

  25. Reliable Mislabel Detection for Video Capsule Endoscopy Data

    Feb 6, 2026Julia Werner, Julius Oexle, Oliver Bause +5Video Capsule EndoscopyMedical Imaging Datasets

  26. A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method

    Feb 2, 2026Feiyang Cai, Guijuan He, Yi Hu +7ReactionStructure-Aware

  27. TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior

    Dec 23, 2025Gül Sena Altıntaş, Malikeh Ehghaghi, Brian Lester +4TokenizationHuman Annotators

  28. Solving Semi-Supervised Few-Shot Learning from an Auto-Annotation Perspective

    Dec 11, 2025Tian Liu, Anwesha Basu, James Caverlee +1Few-Shot LearningSemi-Supervised Learning

  29. Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification

    Nov 5, 2025Shaghayegh Kolli, Richard Rosenbaum, Timo Cavelius +3Fact-CheckingNoisy Claim Verification

  30. Idea2Plan: Exploring AI-Powered Research Planning

    Oct 28, 2025Jin Huang, Silviu Cucerzan, Sujay Kumar Jauhar +1Large Language Model PlanningBenchmarking Large Language Models

  31. Social 3D Scene Graphs: Modeling Human Actions and Relations for Interactive Service Robots

    Sep 29, 2025Ermanno Bartoli, Dennis Rotondi, Buwei He +33D Scene GraphsScene Representation

  32. Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

    Jul 22, 2025Chuanhao Yan, Fengdi Che, Xuhan Huang +12Formal VerificationHuman Annotations

  33. Which Demographics do LLMs Default to During Annotation?

    Oct 11, 2024Johannes Schäfer, Aidan Combs, Christopher Bagdon +9Large Language Model BiasDemographics

  34. VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild

    Oct 1, 2024Junlin Fang, Wenyu Chen, Reshmi Ghosh +7Adversarial PromptingLarge Vision Language Models

  35. A Realistic Protocol for Evaluation of Weakly Supervised Object Localization

    Apr 15, 2024Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli +1Weak SupervisionSequential Visual Localization

  36. "You are an expert annotator": Automatic Best-Worst-Scaling Annotations for Emotion Intensity Modeling

    Mar 26, 2024Christopher Bagdon, Prathamesh Karmalker, Harsha Gurulingappa +1Human AnnotatorsAnnotations

  37. ReasoningFlow: Discourse Structures for Understanding LLM Reasoning Traces

    Date pendingJinu Lee, Shivam Agarwal, Amruta Parulekar +3Reasoning TracesLarge Language Model Reasoning

  38. When Does a Laugh Begin? Structured Annotator Disagreement in Temporal Laughter Localization

    Date pendingEyal Hanania, Daniel Arkushin, Naveh Ayal +4HumorDense Temporal Annotation

  39. Exposing Weaknesses in Emotion Recognition in Conversations

    Date pendingAmir Ben Khalifa, Fanny Bezancon, Bessam Abdulrazak +1Emotion RecognitionEmotion