% Key papers for Domain-specific QA datasets (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2022_onerel_2503,
  title = {{OneRel: Joint Entity and Relation Extraction with One Module in One Step}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/11285-onerel-joint-entity-and-relation-extraction-with-one-module-in-one-step/},
}

@inproceedings{aaai2020_iteratively_100306,
  title = {{Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5479},
}

@inproceedings{aaai2021_judgment_824,
  title = {{Judgment Prediction via Injecting Legal Knowledge into Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/12866-judgment-prediction-via-injecting-legal-knowledge-into-neural-networks/},
}

@inproceedings{aaai2020_integrating_103150,
  title = {{Integrating Deep Learning with Logic Fusion for Information Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6460},
}

@inproceedings{neurips2021_a_61489,
  title = {{A Dataset for Answering Time-Sensitive Questions}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://openreview.net/forum?id=9-LSfSU74n-},
}

@inproceedings{aaai2020_knowledge_102993,
  title = {{Knowledge-Enriched Visual Storytelling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6303},
}

@inproceedings{aaai2016_claimeval_104753,
  title = {{ClaimEval: Integrated and Flexible Framework for Claim Evaluation Using Credibility of Sources}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/9996},
}

@inproceedings{neurips2021_creak_63102,
  title = {{CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://openreview.net/forum?id=mbW_GT3ZN-},
}

@inproceedings{aaai2018_otyper_106028,
  title = {{OTyper: A Neural Architecture for Open Named Entity Typing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/12070},
}

@inproceedings{aaai2020_automatic_103183,
  title = {{Automatic Generation of Headlines for Online Math Questions}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6493},
}

@inproceedings{aaai2020_towards_103076,
  title = {{Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6386},
}

@inproceedings{aaai2023_factual_3645,
  title = {{Factual and Informative Review Generation for Explainable Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26618},
}

@inproceedings{iclr2020_learning_29794,
  title = {{Learning from Explanations with Neural Execution Tree}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=rJlUt0EYwS},
}

@inproceedings{neurips2022_ehrsql_64236,
  title = {{EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55678},
}

@inproceedings{neurips2021_q_62343,
  title = {{Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://openreview.net/forum?id=Ud1K-l71AI2},
}

@inproceedings{aaai2022_kid_2282,
  title = {{KID-Review: Knowledge-Guided Scientific Review Generation with Oracle Pre-training}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/11639-kid-review-knowledge-guided-scientific-review-generation-with-oracle-pre-training/},
}

@inproceedings{icml2024_a_44336,
  title = {{A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34116},
}

@inproceedings{neurips2024_entity_74047,
  title = {{Entity Alignment with Noisy Annotations from Large Language Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93478},
}

@inproceedings{aaai2017_open_105858,
  title = {{Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10980},
}

@inproceedings{aaai2021_knowledge_843,
  title = {{Knowledge-driven Natural Language Understanding of English Text and its Applications}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/12554-knowledge-driven-natural-language-understanding-of-english-text-and-its-applications/},
}

@inproceedings{aaai2024_text2analysis_7533,
  title = {{Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29779},
}

@inproceedings{aaai2024_learning_6472,
  title = {{Learning Pattern-Based Extractors from Natural Language and Knowledge Graphs: Applying Large Language Models to Wikipedia and Linked Open Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30406},
}

@inproceedings{aaai2025_hlmea_9389,
  title = {{HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33294},
}

@inproceedings{neurips2024_uncertainty_71069,
  title = {{Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96142},
}

@inproceedings{neurips2024_sm3_72028,
  title = {{SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97708},
}

@inproceedings{aaai2025_eventsum_9030,
  title = {{EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34810},
}

@inproceedings{icml2025_scilama_45874,
  title = {{sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46669},
}

@inproceedings{neurips2024_uqe_74188,
  title = {{UQE: A Query Engine for Unstructured Databases}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93360},
}

@inproceedings{aaai2024_band_5248,
  title = {{BAND: Biomedical Alert News Dataset}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29757},
}

@inproceedings{aaai2025_dearllm_8649,
  title = {{DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32079},
}

@inproceedings{iclr2025_a_80598,
  title = {{A General Framework for Producing Interpretable Semantic Text Embeddings}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31167},
}

@inproceedings{iclr2026_webshaper_87988,
  title = {{WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=hld4TzJsnD},
}

@inproceedings{aaai2026_pharmaqa_106730,
  title = {{PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39037},
}

@inproceedings{aaai2025_data_8637,
  title = {{Data Wrangling Task Automation Using Code-Generating Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35344},
}

@inproceedings{icml2025_continuously_48324,
  title = {{Continuously Updating Digital Twins using Large Language Models}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44291},
}

@inproceedings{neurips2024_ehrcon_70521,
  title = {{EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97848},
}

@inproceedings{neurips2025_who_74677,
  title = {{Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=01hPO0uJhS},
}

@inproceedings{aaai2025_advancements_8049,
  title = {{Advancements in AI for Reasoning with Complex Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35106},
}