yixiao song

publications

• VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation
  Yixiao Song, Yekyung Kim, and Mohit Iyyer.
  Findings of EMNLP 2024
  

  bibtex

  @inproceedings{veriscore,
  	       author={Yixiao Song and Yekyung Kim and Mohit Iyyer},
  	       booktitle = {Findings of EMNLP},
  	       Year = "2024",
  	       Title={VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation},
  }
                      

• Fine-grained Hallucination Detection and Mitigation in Long-form Question Answering
  Rachneet Sachdeva, Yixiao Song, Mohit Iyyer, Iryna Gurevych.
  arXiv
  

  bibtex

  @misc{sachdeva2024finegrainedhallucinationdetectionmitigation,
        title={Fine-grained Hallucination Detection and Mitigation in Long-form Question Answering}, 
        author={Rachneet Sachdeva and Yixiao Song and Mohit Iyyer and Iryna Gurevych},
        year={2024},
        eprint={2407.11930},
        archivePrefix={arXiv},
        primaryClass={cs.CL},
        url={https://arxiv.org/abs/2407.11930}, 
  }
                      

• GEE! Grammar Error Explanation with Large Language Models
  Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Kevin Gimpel, and Mohit Iyyer.
  Findings of NAACL 2024
  

  bibtex

  @inproceedings{song-etal-gee,
  author={Yixiao Song and Kalpesh Krishna and Rajesh Bhatt and Kevin Gimpel and  Mohit Iyyer},
  booktitle = {Findings of the Association for Computational Linguistics: NAACL 2024},
  Year = "2023",
  Title={GEE! Grammar Error Explanation with Large Language Models
  },
  }
                      

• kNN-LM Does Not Improve Open-ended Text Generation
  Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, and Mohit Iyyer.
  EMNLP 2023
  

  bibtex

  @inproceedings{knnlm23,
  author={Shufan Wang and Yixiao Song and Andrew Drozdov and Aparna Garimella and Varun Manjunatha and  Mohit Iyyer},
  booktitle = {arXiv},
  Year = "2023",
  Title={KNN-LM Does Not Improve Open-ended Text Generation
  },
  }
                      

• Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense
  Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, and Mohit Iyyer.
  NeurIPS 2023
  

  code // bibtex

  @misc{krishna2023paraphrasing,
        title={Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense}, 
        author={Kalpesh Krishna and Yixiao Song and Marzena Karpinska and John Wieting and Mohit Iyyer},
        year={2023},
        eprint={2303.13408},
        archivePrefix={arXiv},
        primaryClass={cs.CL}
  }
                      

• A Critical Evaluation of Evaluations for Long-form Question Answering
  Fangyuan Xu*, Yixiao Song*, Mohit Iyyer, and Eunsol Choi.
  *Equal contribution
  ACL 2023
  

  code // bibtex

  
  @inproceedings{lfqa23,
  author={Fangyuan Xu and Yixiao Song and Mohit Iyyer and Eunsol Choi},
  Booktitle = {Association of Computational Linguistics},
  Year = "2023",
  Title={A Critical Evaluation of Evaluations for Long-form Question Answering},
  }
                      

• SLING: Sino Linguistic Evaluation of Large Language Models
  Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, and Mohit Iyyer.
  EMNLP 2022
  

  code // bibtex

  @inproceedings{sling22,
  author={Yixiao Song and Kalpesh Krishna and Rajesh Bhatt and Mohit Iyyer},
  booktitle = {Empirical Methods in Natural Language Processing},
  Year = "2022",
  Title={SLING: Sino Linguistic Evaluation of Large Language Models},
  }
                      

• DEMETR: Diagnosing Evaluation Metrics for Translation
  Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, and Mohit Iyyer.
  EMNLP 2022
  

  code // bibtex

  @inproceedings{demetr22,
  author={Marzena Karpinska and Nishant Raj and Katherine Thai and Yixiao Song and Ankita Gupta and Mohit Iyyer},
  booktitle = {Empirical Methods in Natural Language Processing},
  Year = "2022",
  Title={DEMETR: Diagnosing Evaluation Metrics for Translation},
  }