Share this page:

V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning

Zongyu Lin, Zhikun Xu, Xiaohan Song, Yixin Wan, Xingcheng Yao, Tsung-Han Lin, Selina Song, Pranav Subbaraman, Ben Zhou, Kai-Wei Chang, and Yizhou Sun, in ACL-Findings, 2025.

Abstract

Bib Entry

@inproceedings{lin2025valphasocial,
  title = {V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning},
  author = {Lin, Zongyu and Xu, Zhikun and Song, Xiaohan and Wan, Yixin and Yao, Xingcheng and Lin, Tsung-Han and Song, Selina and Subbaraman, Pranav and Zhou, Ben and Chang, Kai-Wei and Sun, Yizhou},
  booktitle = {ACL-Findings},
  year = {2025}
}

Related Publications

  1. QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search, ICML, 2025
  2. DRS: Deep Question Reformulation With Structured Output, ACL-Findings, 2025
  3. Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation, ACL-Findings, 2025
  4. VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning, CVPR, 2025
  5. MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations, ICLR, 2025
  6. BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression, NAACL-Finding, 2025
  7. QUDSELECT: Selective Decoding for Questions Under Discussion Parsing, EMNLP, 2024
  8. Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue, EMNLP, 2024
  9. LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning, EMNLP-Finding, 2024
  10. Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs, ACL, 2024
  11. Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data, ACL-Findings, 2024
  12. Can small language models help large language models reason better?: LM-guided chain-of-thought, LREC-COLING, 2024
  13. IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models, EMNLP-Finding, 2023