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NegotiationToM

This repository provides the benchmark dataset for EMNLP 2024 paper NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.

Dataset

The NegotiationToM dataset is in the NegotiationToM.zip file. To prevent data contamination, we set the password for the JSON file and the dataset password to "NegotiationToM."

Reference:

The details of this dataset and LLM performance are described in the following paper.

@article{DBLP:journals/corr/abs-2404-13627,
  author       = {Chunkit Chan and
                  Cheng Jiayang and
                  Yauwai Yim and
                  Zheye Deng and
                  Wei Fan and
                  Haoran Li and
                  Xin Liu and
                  Hongming Zhang and
                  Weiqi Wang and
                  Yangqiu Song},
  title        = {NegotiationToM: {A} Benchmark for Stress-testing Machine Theory of
                  Mind on Negotiation Surrounding},
  journal      = {CoRR},
  volume       = {abs/2404.13627},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.13627},
  doi          = {10.48550/ARXIV.2404.13627},
  eprinttype    = {arXiv},
  eprint       = {2404.13627},
  timestamp    = {Wed, 26 Jun 2024 15:02:52 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-13627.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}