Cultural Vocal Bursts Intensity Prediction

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

1 leaderboard table shown for this task, 1 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

30 shown of 93 papers with code (490 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter
  25 Jul 2020 6 repositories listed
  In real-time, social media data strongly imprints world events, popular culture, and day-to-day conversations by millions of ordinary people at a scale that is scarcely conventionalized and recorded.
• The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression
  7 Jul 2022 3 repositories listed
  The ACII Affective Vocal Bursts Workshop & Competition is focused on understanding multiple affective dimensions of vocal bursts: laughs, gasps, cries, screams, and many other non-linguistic vocalizations central to the…
• r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection
  10 Nov 2019 3 repositories listed
  We construct hybrid text+image models and perform extensive experiments for multiple variations of classification, demonstrating the importance of the novel aspect of multimodality and fine-grained classification unique…
• Socially Aware Bias Measurements for Hindi Language Representations
  15 Oct 2021 2 repositories listed
  Language representations are efficient tools used across NLP applications, but they are strife with encoded societal biases.
• The effects of incentives, social norms, and employees' values on work performance
  2 Jul 2021 2 repositories listed
  This agent-based model contributes to a theory of corporate culture in which company performance and employees' behaviour result from the interaction between financial incentives, motivational factors and endogenous…
• Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification
  1 Sep 2020 2 repositories listed
  The rampant integration of social media in our every day lives and culture has given rise to fast and easier access to the flow of information than ever in human history.
• Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool
  24 Feb 2020 2 repositories listed
  In addition, we report the parsing results of a state-of-the-art dependency parser obtained over the BOUN Treebank as well as two other treebanks in Turkish.
• Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass
  11 Jun 2019 2 repositories listed
  Jass is a very popular card game in Switzerland and is closely connected with Swiss culture.
• A Century of Portraits: A Visual Historical Record of American High School Yearbooks
  9 Nov 2015 2 repositories listed
  4) A new method for discovering and displaying the visual elements used by the CNN-based date-prediction model to date portraits, finding that they correspond to the tell-tale fashions of each era.
• Evaluating Variants of wav2vec 2.0 on Affective Vocal Burst Tasks
  5 May 2023 1 repository listed
  The search for emotional biomarkers within the human voice is a challenging research area.
• Synthpop++: A Hybrid Framework for Generating A Country-scale Synthetic Population
  24 Apr 2023 1 repository listed
  Our experimental results show that synthetic population can realistically simulate the population for various administrative units of India, producing real-scale, detailed data at the desired level of zoom -- from…
• SocialDial: A Benchmark for Socially-Aware Dialogue Systems
  24 Apr 2023 1 repository listed
  To the best of our knowledge, SocialDial is the first socially-aware dialogue dataset that covers multiple social factors and has fine-grained labels.
• Coastal Aquaculture Extraction Using GF-3 Fully Polarimetric SAR Imagery: A Framework Integrating UNet++ with Marker-Controlled Watershed Segmentation
  19 Apr 2023 1 repository listed
  Together with the nine other polarisation and texture features, a total of 22 polarimetric features were then extracted, among which four were optimised according to the separability index.
• SikuGPT: A Generative Pre-trained Model for Intelligent Information Processing of Ancient Texts from the Perspective of Digital Humanities
  16 Apr 2023 1 repository listed
  The rapid advance in artificial intelligence technology has facilitated the prosperity of digital humanities research.
• Cultural-aware Machine Learning based Analysis of COVID-19 Vaccine Hesitancy
  14 Apr 2023 1 repository listed
  Our findings show that Hispanic and African American are most likely impacted by cultural characteristics such as religions and ethnic affiliation, whereas the vaccine trust and approval influence the Asian communities…
• Modeling Cell Size Distribution with Heterogeneous Flux Balance Analysis
  13 Apr 2023 1 repository listed
  Hereto, a mathematical description of the concept of balanced growth in terms of cell mass distribution is presented.
• Vax-Culture: A Dataset for Studying Vaccine Discourse on Twitter
  13 Apr 2023 1 repository listed
  Vaccine hesitancy continues to be a main challenge for public health officials during the COVID-19 pandemic.
• Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study
  30 Mar 2023 1 repository listed
  The recent release of ChatGPT has garnered widespread recognition for its exceptional ability to generate human-like responses in dialogue.
• A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition
  14 Mar 2023 1 repository listed
  Experimental results based on the ACII Challenge 2022 dataset demonstrate the superior performance of the proposed system and the effectiveness of considering multiple relationships using hierarchical regression chain…
• Few-shots Portrait Generation with Style Enhancement and Identity Preservation
  1 Mar 2023 1 repository listed
  Nowadays, the wide application of virtual digital human promotes the comprehensive prosperity and development of digital culture supported by digital economy.
• In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages
  23 Feb 2023 1 repository listed
  Multilingual generative language models (LMs) are increasingly fluent in a large variety of languages.
• Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset
  28 Jan 2023 1 repository listed
  It has been shown that accurate representation in media improves the well-being of the people who consume it.
• Building a Culture of Reproducibility in Academic Research
  27 Dec 2022 1 repository listed
  Reproducibility is an ideal that no researcher would dispute "in the abstract", but when aspirations meet the cold hard reality of the academic grind, reproducibility often "loses out".
• DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls
  8 Dec 2022 1 repository listed
  Digital transformation reinvents companies, their vision and strategy, organizational structure, processes, capabilities, and culture, and enables the development of new or enhanced products and services delivered to…
• CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models
  1 Dec 2022 1 repository listed
  This paper introduces transformer-based language models to the literature measuring corporate culture from text documents.
• An Analysis of Social Biases Present in BERT Variants Across Multiple Languages
  25 Nov 2022 1 repository listed Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
  Although large pre-trained language models have achieved great success in many NLP tasks, it has been shown that they reflect human biases from their pre-training corpora.
• How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?
  27 Oct 2022 1 repository listed Syntology ran 0 of 7 samples · 7 unverified
  To this end, we introduce an Ethical NaTural Language Interventions in Text-to-Image GENeration (ENTIGEN) benchmark dataset to evaluate the change in image generations conditional on ethical interventions across three…
• Tracing Semantic Variation in Slang
  16 Oct 2022 1 repository listed
  However, slang semantic variation is not well understood and under-explored in the natural language processing of slang.
• NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly
  16 Oct 2022 1 repository listed
  Norm discovery is important for understanding and reasoning about the acceptable behaviors and potential violations in human communication and interactions.
• Analyzing Culture-Specific Argument Structures in Learner Essays
  1 Oct 2022 1 repository listed
  Based on the ICLE corpus containing essays written by English learners of 16 different mother tongues, we train natural language processing models to mine argumentative discourse units (ADUs) as well as to assess the…

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.