Yeyun Gong
6 papers in the PaperMetrix corpus
Papers by this author
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Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network
2017
In microblogging services, authors can use hashtags to mark keywords or topics. Many live social media applications (e.g., microblog retrieval, classification) can gain great benefits from these manually labeled tags. However, only a small portion …
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ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
2023 · arXiv (Cornell University)
Large language models have made significant progress in various language tasks, yet they still struggle with complex mathematics. In this paper, we propose ToRA a series of Tool-integrated Reasoning Agents designed to solve challenging mathematical …
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Noisy Pair Corrector for Dense Retrieval
2023
Most dense retrieval models contain an implicit assumption: the training query-document pairs are exactly matched. Since it is expensive to annotate the corpus manually, training pairs in real-world applications are usually collected automatically, which inevitably …
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Integrative Decoding: Improve Factuality via Implicit Self-consistency
2024 · arXiv (Cornell University)
Self-consistency-based approaches, which involve repeatedly sampling multiple outputs and selecting the most consistent one as the final response, prove to be remarkably effective in improving the factual accuracy of large language models. Nonetheless, existing methods …
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Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
2025 · arXiv (Cornell University)
Reinforcement Learning with Verifiable Rewards (RLVR) has recently emerged as a key paradigm for post-training Large Language Models (LLMs), particularly for complex reasoning tasks. However, vanilla RLVR training has been shown to improve Pass@1 performance …
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XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
2020
Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung …