{
  "source": "Relevant papers for the Relationship Singularity research program — the complete reading list from the first Love Symposium (Lighthaven, Berkeley, Fall 2024) plus interpretability work from Anthropic",
  "site": "https://relationshipsingularity.org/#papers",
  "submit": "POST https://relationshipsingularity.org/api/submissions/paper with JSON {title, url, authors?, year?, venue?, note?, email?}",
  "papers": [
    { "title": "MovieGraphs: Towards Understanding Human-Centric Situations from Videos", "authors": "Paul Vicol, Makarand Tapaswi, Lluís Castrejón, Sanja Fidler", "year": "2018", "venue": "CVPR", "url": "https://arxiv.org/abs/1712.06761", "featured": true },
    { "title": "Synergy and Synchrony in Couple Dances", "authors": "Vongani Maluleke, Lea Müller, Jathushan Rajasegaran, Georgios Pavlakos, Shiry Ginosar, Angjoo Kanazawa, Jitendra Malik", "year": "2024", "venue": "arXiv", "url": "https://arxiv.org/abs/2409.04440", "featured": true },
    { "title": "Machine learning meets partner matching: Predicting the future relationship quality based on personality traits", "authors": "Inga Großmann, André Hottung, Artus Krohn-Grimberghe", "year": "2019", "venue": "PLOS ONE", "url": "https://doi.org/10.1371/journal.pone.0213569", "featured": true },
    { "title": "Generative Agents: Interactive Simulacra of Human Behavior", "authors": "Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein", "year": "2023", "venue": "UIST", "url": "https://arxiv.org/abs/2304.03442", "featured": true },
    { "title": "An atlas of personality, emotion and behaviour", "authors": "Anthony E. D. Mobbs", "year": "2020", "venue": "PLOS ONE", "url": "https://doi.org/10.1371/journal.pone.0227877", "featured": true },
    { "title": "Birds of a Feather Do Flock Together: Behavior-Based Personality-Assessment Method Reveals Personality Similarity Among Couples and Friends", "authors": "Wu Youyou, David Stillwell, H. Andrew Schwartz, Michal Kosinski", "year": "2017", "venue": "Psychological Science", "url": "https://doi.org/10.1177/0956797616678187", "featured": true },
    { "title": "Facial recognition technology can expose political orientation from naturalistic facial images", "authors": "Michal Kosinski", "year": "2021", "venue": "Scientific Reports", "url": "https://doi.org/10.1038/s41598-020-79310-1", "featured": true },
    { "title": "Men and Women Are From Earth: Examining the Latent Structure of Gender", "authors": "Bobbi J. Carothers, Harry T. Reis", "year": "2012", "venue": "Journal of Personality and Social Psychology", "url": "https://doi.org/10.1037/a0030437", "featured": true },
    { "title": "Speakers of different languages remember visual scenes differently", "authors": "Matias Fernandez-Duque, Sayuri Hayakawa, Viorica Marian", "year": "2023", "venue": "Science Advances", "url": "https://doi.org/10.1126/sciadv.adh0064", "featured": true },
    { "title": "Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies", "authors": "Samantha Joel, Paul W. Eastwick, et al.", "year": "2020", "venue": "PNAS", "url": "https://doi.org/10.1073/pnas.1917036117", "featured": true },
    { "title": "Mapping 24 Emotions Conveyed by Brief Human Vocalization", "authors": "Alan S. Cowen, Hillary Anger Elfenbein, Petri Laukka, Dacher Keltner", "year": "2019", "venue": "American Psychologist", "url": "https://doi.org/10.1037/amp0000399", "featured": false },
    { "title": "Computer-based personality judgments are more accurate than those made by humans", "authors": "Wu Youyou, Michal Kosinski, David Stillwell", "year": "2015", "venue": "PNAS", "url": "https://doi.org/10.1073/pnas.1418680112", "featured": false },
    { "title": "Do Physical Attractiveness and Personality Traits Predict Romantic Partner Evaluations? A Speed-Dating Study in Japan", "authors": "Mie Kito, Toshihiko Souma, Takashi Nishimura, Junko Yamada, Yuji Kanemasa, Junichi Taniguchi, Taishi Kawamoto", "year": "2024", "venue": "Japanese Psychological Research", "url": "https://doi.org/10.1111/jpr.12489", "featured": false },
    { "title": "Private traits and attributes are predictable from digital records of human behavior", "authors": "Michal Kosinski, David Stillwell, Thore Graepel", "year": "2013", "venue": "PNAS", "url": "https://doi.org/10.1073/pnas.1218772110", "featured": false },
    { "title": "Predicting Personality from Book Preferences with User-Generated Content Labels", "authors": "Ng Annalyn, Maarten W. Bos, Leonid Sigal, Boyang Li", "year": "2020", "venue": "IEEE Transactions on Affective Computing", "url": "https://arxiv.org/abs/1707.06643", "featured": false },
    { "title": "Deep Lexical Hypothesis: Identifying personality structure in natural language", "authors": "Andrew Cutler, David M. Condon", "year": "2022", "venue": "arXiv / Journal of Personality and Social Psychology (2023)", "url": "https://arxiv.org/abs/2203.02092", "featured": false },
    { "title": "SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception", "authors": "Duorui Xie, Lingyu Liang, Lianwen Jin, Jie Xu, Mengru Li", "year": "2015", "venue": "arXiv", "url": "https://arxiv.org/abs/1511.02459", "featured": false },
    { "title": "Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste", "authors": "Mengyun Shi, Serge Belongie, Claire Cardie", "year": "2023", "venue": "arXiv", "url": "https://arxiv.org/abs/2305.02307", "featured": false },
    { "title": "Why Do Personality Traits Predict Divorce? Multiple Pathways Through Satisfaction", "authors": "Brittany C. Solomon, Joshua J. Jackson", "year": "2014", "venue": "Journal of Personality and Social Psychology", "url": "https://doi.org/10.1037/a0036190", "featured": false },
    { "title": "Personality assessment and behavioral prediction at first impression", "authors": "Oshin Vartanian, Keith Stewart, David R. Mandel, Nada Pavlovic, Lianne McLellan, Paul J. Taylor", "year": "2012", "venue": "Personality and Individual Differences", "url": "https://doi.org/10.1016/j.paid.2011.05.024", "featured": false },
    { "title": "Predicting personality from patterns of behavior collected with smartphones", "authors": "Clemens Stachl, Quay Au, Ramona Schoedel, et al.", "year": "2020", "venue": "PNAS", "url": "https://doi.org/10.1073/pnas.1920484117", "featured": false },
    { "title": "Seeking Soulmate via Voice: Understanding Promises and Challenges of Online Synchronized Voice-Based Mobile Dating", "authors": "Chenxinran Shen, Yan Xu, Ray LC, Zhicong Lu", "year": "2024", "venue": "CHI", "url": "https://arxiv.org/abs/2402.19328", "featured": false },
    { "title": "There Are Plenty of Fish in the Sea: The Effects of Choice Overload and Reversibility on Online Daters' Satisfaction With Selected Partners", "authors": "Jonathan D. D'Angelo, Catalina L. Toma", "year": "2016", "venue": "Media Psychology", "url": "https://doi.org/10.1080/15213269.2015.1121827", "featured": false },
    { "title": "Online Dating: A Critical Analysis From the Perspective of Psychological Science", "authors": "Eli J. Finkel, Paul W. Eastwick, Benjamin R. Karney, Harry T. Reis, Susan Sprecher", "year": "2012", "venue": "Psychological Science in the Public Interest", "url": "https://doi.org/10.1177/1529100612436522", "featured": false },
    { "title": "Two Personalities, One Relationship: Both Partners' Personality Traits Shape the Quality of Their Relationship", "authors": "Richard W. Robins, Avshalom Caspi, Terrie E. Moffitt", "year": "2000", "venue": "Journal of Personality and Social Psychology", "url": "https://doi.org/10.1037/0022-3514.79.2.251", "featured": false },
    { "title": "Predicting personality with social behavior: a comparative study", "authors": "Sibel Adalı, Jennifer Golbeck", "year": "2014", "venue": "Social Network Analysis and Mining", "url": "https://doi.org/10.1007/s13278-014-0159-7", "featured": false },
    { "title": "\"Let Your Characters Tell Their Story\": A Dataset for Character-Centric Narrative Understanding", "authors": "Faeze Brahman, Meng Huang, Oyvind Tafjord, Chao Zhao, Mrinmaya Sachan, Snigdha Chaturvedi", "year": "2021", "venue": "Findings of EMNLP", "url": "https://arxiv.org/abs/2109.05438", "featured": false },
    { "title": "Hyperbolic Image Embeddings", "authors": "Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova, Ivan Oseledets, Victor Lempitsky", "year": "2020", "venue": "CVPR", "url": "https://arxiv.org/abs/1904.02239", "featured": false },
    { "title": "Social media-predicted personality traits and values can help match people to their ideal jobs", "authors": "Margaret L. Kern, Paul X. McCarthy, Deepanjan Chakrabarty, Marian-Andrei Rizoiu", "year": "2019", "venue": "PNAS", "url": "https://doi.org/10.1073/pnas.1917942116", "featured": false },
    { "title": "The Inner Sentiments of a Thought", "authors": "Chris Gagne, Peter Dayan", "year": "2023", "venue": "arXiv", "url": "https://arxiv.org/abs/2307.01784", "featured": false },
    { "title": "Cross-Modality Personalization for Retrieval", "authors": "Nils Murrugarra-Llerena, Adriana Kovashka", "year": "2019", "venue": "CVPR", "url": "https://openaccess.thecvf.com/content_CVPR_2019/html/Murrugarra-Llerena_Cross-Modality_Personalization_for_Retrieval_CVPR_2019_paper.html", "featured": false },
    { "title": "Personality Traits in Large Language Models", "authors": "Greg Serapio-García, Mustafa Safdari, Clément Crepy, Luning Sun, Stephen Fitz, Peter Romero, Marwa Abdulhai, Aleksandra Faust, Maja Matarić", "year": "2023", "venue": "arXiv", "url": "https://arxiv.org/abs/2307.00184", "featured": false },
    { "title": "Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste?", "authors": "Mengyun Shi, Claire Cardie, Serge Belongie", "year": "2023", "venue": "arXiv", "url": "https://arxiv.org/abs/2305.02360", "featured": false },
    { "title": "Human Computation", "authors": "Luis von Ahn", "year": "2005", "venue": "PhD thesis, Carnegie Mellon University (CMU-CS-05-193)", "url": "http://reports-archive.adm.cs.cmu.edu/anon/2005/CMU-CS-05-193.pdf", "featured": false },
    { "title": "Genes and Sales", "authors": "Shiyang Gong, Qian Li, Song Su, Juanjuan Zhang", "year": "2024", "venue": "Management Science", "url": "https://doi.org/10.1287/mnsc.2023.4879", "featured": false },
    { "title": "Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets", "authors": "Guy Hacohen, Avihu Dekel, Daphna Weinshall", "year": "2022", "venue": "ICML", "url": "https://arxiv.org/abs/2202.02794", "featured": false },
    { "title": "Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet", "authors": "Adly Templeton, Tom Conerly, et al. (Anthropic)", "year": "2024", "venue": "Transformer Circuits Thread", "url": "https://transformer-circuits.pub/2024/scaling-monosemanticity/", "featured": false, "note": "The Golden Gate Claude paper" },
    { "title": "Emotion concepts and their function in a large language model", "authors": "Anthropic Interpretability Team", "year": "2026", "venue": "Transformer Circuits Thread", "url": "https://transformer-circuits.pub/2026/emotions/index.html", "featured": false, "note": "171 emotion concept vectors inside Claude Sonnet 4.5 that causally shape behavior" }
  ]
}