% Key papers for Data and evaluation methodology (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{iclr2020_tabfact_29817, title = {{TabFact: A Large-scale Dataset for Table-based Fact Verification}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=rkeJRhNYDH}, } @inproceedings{iclr2020_reclor_29458, title = {{ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=HJgJtT4tvB}, } @inproceedings{neurips2018_dialog_57029, title = {{Dialog-based Interactive Image Retrieval}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11090}, } @inproceedings{neurips2021_cuad_61438, title = {{CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://openreview.net/forum?id=7l1Ygs3Bamw}, } @inproceedings{aaai2024_bootstrapping_5313, title = {{Bootstrapping Large Language Models for Radiology Report Generation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29826}, } @inproceedings{aaai2021_re_1238, title = {{Re-TACRED: Addressing Shortcomings of the TACRED Dataset}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/13843-re-tacred-addressing-shortcomings-of-the-tacred-dataset/}, } @inproceedings{aaai2024_motiongpt_6678, title = {{MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28567}, } @inproceedings{aaai2024_automatic_5240, title = {{Automatic Short Answer Grading for Finnish with ChatGPT}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30363}, } @inproceedings{neurips2022_pile_63825, title = {{Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55671}, } @inproceedings{neurips2019_slice_58988, title = {{Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13977}, } @inproceedings{iclr2020_abductive_29368, title = {{Abductive Commonsense Reasoning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=Byg1v1HKDB}, } @inproceedings{aaai2023_solving_4710, title = {{Solving Math Word Problems concerning Systems of Equations with GPT-3}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26896}, } @inproceedings{aaai2021_it_815, title = {{It Takes Two to Empathize: One to Seek and One to Provide}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/13018-it-takes-two-to-empathize-one-to-seek-and-one-to-provide/}, } @inproceedings{aaai2018_cognition_106026, title = {{Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators' Gaze Behavior}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12068}, } @inproceedings{neurips2021_are_63097, title = {{Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://openreview.net/forum?id=mPducS1MsEK}, } @inproceedings{neurips2021_ffa_61750, title = {{FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://openreview.net/forum?id=FgYTwJbjbf}, } @inproceedings{aaai2016_extracting_105211, title = {{Extracting Topical Phrases from Clinical Documents}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10365}, } @inproceedings{aaai2018_byte_106008, title = {{Byte-Level Machine Reading Across Morphologically Varied Languages}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12050}, } @inproceedings{aaai2017_prerequisite_105808, title = {{Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10957}, } @inproceedings{neurips2023_the_69751, title = {{The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/73442}, } @inproceedings{aaai2024_moltailor_6668, title = {{MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29772}, } @inproceedings{aaai2024_on_6835, title = {{On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30082}, } @inproceedings{aaai2024_talk_7492, title = {{Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29736}, } @inproceedings{cvpr2025_factchexcker_26231, title = {{FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33537}, } @inproceedings{aaai2025_predicting_10345, title = {{Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32059}, } @inproceedings{neurips2024_unitox_72477, title = {{UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97665}, } @inproceedings{aaai2024_benchmarking_5276, title = {{Benchmarking Cyber Harassment Dialogue Comprehension through Emotion-Informed Manifestations-Determinants Demarcation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30207}, } @inproceedings{neurips2025_tabdpt_79429, title = {{TabDPT: Scaling Tabular Foundation Models on Real Data}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=pIZxEOZCId}, } @inproceedings{aaai2024_characterizing_5394, title = {{Characterizing Information Seeking Events in Health-Related Social Discourse}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30241}, } @inproceedings{aaai2024_towards_7606, title = {{Towards Making Learnware Specification and Market Evolvable}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29298}, } @inproceedings{aaai2025_simrp_10763, title = {{SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34601}, } @inproceedings{aaai2024_cfever_5335, title = {{CFEVER: A Chinese Fact Extraction and VERification Dataset}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29825}, } @inproceedings{aaai2024_deciphering_5615, title = {{Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28764}, } @inproceedings{iclr2024_openwebmath_35045, title = {{OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18029}, } @inproceedings{aaai2025_automated_8194, title = {{Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/35169}, } @inproceedings{aaai2025_exddi_9040, title = {{ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34709}, } @inproceedings{aaai2025_sail_10589, title = {{SAIL: Sample-Centric In-Context Learning for Document Information Extraction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34780}, }