% Key papers for Language models for zero-shot reasoning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2023_instructblip_69871,
  title = {{InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70085},
}

@inproceedings{iclr2023_socratic_32312,
  title = {{Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12101},
}

@inproceedings{aaai2020_cross_102946,
  title = {{Cross-Lingual Natural Language Generation via Pre-Training}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6256},
}

@inproceedings{cvpr2024_ulip_25104,
  title = {{ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29822},
}

@inproceedings{aaai2020_attention_103052,
  title = {{Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6362},
}

@inproceedings{cvpr2023_vila_22498,
  title = {{VILA: Learning Image Aesthetics From User Comments With Vision-Language Pretraining}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22829},
}

@inproceedings{aaai2018_neural_105904,
  title = {{Neural Cross-Lingual Entity Linking}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11964},
}

@inproceedings{aaai2022_open_2514,
  title = {{Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/05350-open-vocabulary-electroencephalography-to-text-decoding-and-zero-shot-sentiment-classification/},
}

@inproceedings{aaai2022_dkplm_1915,
  title = {{DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/11703-dkplm-decomposable-knowledge-enhanced-pre-trained-language-model-for-natural-language-understanding/},
}

@inproceedings{iclr2022_htlm_31233,
  title = {{HTLM: Hyper-Text Pre-Training and Prompting of Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6281},
}

@inproceedings{aaai2021_multilingual_1036,
  title = {{Multilingual Transfer Learning for QA using Translation as Data Augmentation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/12583-multilingual-transfer-learning-for-qa-using-translation-as-data-augmentation/},
}

@inproceedings{icml2023_protst_42519,
  title = {{ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/25247},
}

@inproceedings{icml2023_enhancing_42931,
  title = {{Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2023},
  url = {https://icml.cc/virtual/2023/poster/24953},
}

@inproceedings{aaai2022_language_2302,
  title = {{Language Model Priming for Cross-Lingual Event Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/10627-language-model-priming-for-cross-lingual-event-extraction/},
}

@inproceedings{iclr2020_pretrained_29316,
  title = {{Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=BJlzm64tDH},
}

@inproceedings{iclr2021_a_30724,
  title = {{A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/2824},
}

@inproceedings{neurips2023_pengi_69013,
  title = {{Pengi: An Audio Language Model for Audio Tasks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70860},
}

@inproceedings{cvpr2025_cpath_25665,
  title = {{CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35071},
}

@inproceedings{cvpr2025_lamra_26713,
  title = {{LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35227},
}

@inproceedings{iclr2025_mmteb_84177,
  title = {{MMTEB: Massive Multilingual Text Embedding Benchmark}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27651},
}

@inproceedings{aaai2025_queryable_10425,
  title = {{Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32325},
}

@inproceedings{iclr2024_large_34196,
  title = {{Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18879},
}

@inproceedings{aaai2025_ella_8868,
  title = {{ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34703},
}

@inproceedings{iclr2024_mega_35197,
  title = {{Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17876},
}

@inproceedings{aaai2024_personalized_6947,
  title = {{Personalized LoRA for Human-Centered Text Understanding}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29931},
}

@inproceedings{aaai2024_wikiformer_7827,
  title = {{Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29869},
}

@inproceedings{icml2024_langcell_43957,
  title = {{LangCell: Language-Cell Pre-training for Cell Identity Understanding}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34495},
}

@inproceedings{aaai2024_semtra_7300,
  title = {{SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29421},
}

@inproceedings{icml2025_eeg_49102,
  title = {{EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43523},
}

@inproceedings{neurips2025_sensorlm_77447,
  title = {{SensorLM: Learning the Language of Wearable Sensors}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=TrHeq0yFhv},
}

@inproceedings{iclr2025_repetition_81149,
  title = {{Repetition Improves Language Model Embeddings}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30621},
}

@inproceedings{iclr2025_large_83413,
  title = {{Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/28403},
}

@inproceedings{aaai2026_tim_102653,
  title = {{TIM++: Transductive Information Maximization for Few-Shot CLIP}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37598},
}

@inproceedings{iclr2024_compa_33736,
  title = {{CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19339},
}

@inproceedings{iclr2024_meaning_34561,
  title = {{Meaning Representations from Trajectories in Autoregressive Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18513},
}

@inproceedings{neurips2024_combining_71491,
  title = {{Combining Observational Data and Language for Species Range Estimation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95769},
}