% Key papers for Zero-shot machine-text detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2020_automatically_99993, title = {{Automatically Neutralizing Subjective Bias in Text}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5385}, } @inproceedings{aaai2020_capturing_99994, title = {{Capturing the Style of Fake News}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5386}, } @inproceedings{neurips2023_paraphrasing_68412, title = {{Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71402}, } @inproceedings{icml2024_position_44549, title = {{Position: Will we run out of data? Limits of LLM scaling based on human-generated data}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33903}, } @inproceedings{neurips2022_a_65089, title = {{A Contrastive Framework for Neural Text Generation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55092}, } @inproceedings{icml2024_position_43763, title = {{Position: On the Possibilities of AI-Generated Text Detection}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34689}, } @inproceedings{aaai2023_real_4484, title = {{Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26501}, } @inproceedings{aaai2024_detecting_5675, title = {{Detecting AI-Generated Code Assignments Using Perplexity of Large Language Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30361}, } @inproceedings{aaai2024_outfox_6806, title = {{OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30120}, } @inproceedings{neurips2023_intrinsic_67078, title = {{Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72624}, } @inproceedings{neurips2023_radar_68068, title = {{RADAR: Robust AI-Text Detection via Adversarial Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71713}, } @inproceedings{neurips2021_mauve_62315, title = {{MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/26445}, } @inproceedings{iclr2024_fast_33874, title = {{Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19201}, } @inproceedings{iclr2024_dna_34630, title = {{DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18444}, } @inproceedings{aaai2024_towards_7579, title = {{Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30258}, } @inproceedings{icml2024_spotting_44790, title = {{Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33662}, } @inproceedings{iclr2021_mirostat_30378, title = {{MIROSTAT: A NEURAL TEXT DECODING ALGORITHM THAT DIRECTLY CONTROLS PERPLEXITY}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://openreview.net/forum?id=W1G1JZEIy5_}, } @inproceedings{iclr2024_multiscale_33647, title = {{Multiscale Positive-Unlabeled Detection of AI-Generated Texts}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19428}, } @inproceedings{aaai2024_chatgpt_5396, title = {{ChatGPT-Generated Code Assignment Detection Using Perplexity of Large Language Models (Student Abstract)}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30527}, } @inproceedings{neurips2022_characteristics_66250, title = {{Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55750}, } @inproceedings{neurips2024_dpic_71023, title = {{DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96185}, } @inproceedings{aaai2025_uncovering_11140, title = {{Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32082}, } @inproceedings{neurips2024_detective_73018, title = {{DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94405}, } @inproceedings{neurips2024_detectrl_72742, title = {{DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97633}, } @inproceedings{iclr2024_few_34781, title = {{Few-Shot Detection of Machine-Generated Text using Style Representations}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18293}, } @inproceedings{iclr2024_raidar_34741, title = {{Raidar: geneRative AI Detection viA Rewriting}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18333}, } @inproceedings{neurips2024_biscope_71442, title = {{BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95814}, } @inproceedings{aaai2024_bbscore_5251, title = {{BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29414}, } @inproceedings{aaai2025_imitate_9509, title = {{Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34525}, } @inproceedings{iclr2026_editlens_87864, title = {{EditLens: Quantifying the Extent of AI Editing in Text}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=gOkitaPCfZ}, }