Linfeng Song — all works
- A Graph-to-Sequence Model for AMR-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Linfeng Song, Yue Zhang, Zhiguo Wang, et al.2018 · 330 citations
- Sentence-State LSTM for Text Representation ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYue Zhang, Qi Liu, Linfeng Song2018 · 281 citations
- N-ary Relation Extraction using Graph-State LSTM ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetLinfeng Song et al.2018 · 234 citations
- Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMsarXiv:2412.21187Xingyu Chen, Jiahao Xu, Tian Liang, et al.2024 · 192 citations
- Leveraging Context Information for Natural Question Generation ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetLinfeng Song et al.2018 · 190 citations
- Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.Machine translation · 159 citations
- A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yetXiaochang Peng, Linfeng Song, Daniel Gildea2015 · 139 citations
- JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetPei Ke et al.2021 · 132 citations
- Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetJialong Tang et al.2019 · 115 citations
- AMR-to-text Generation with Synchronous Node Replacement GrammarLinfeng Song, Xiaochang Peng, Yue Zhang, et al.Machine translation · 109 citations
- Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing ↗arXiv:2404.12253 · no summary yetYe Tian et al.2024 · 80 citations
- DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning ↗arXiv:2504.11456 · no summary yetZhiwei He et al.2025 · 78 citations
- Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoying Zhang, Baolin Peng, Ye Tian, et al.2024 · 69 citations
- SemBleu: A Robust Metric for AMR Parsing Evaluation ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetLinfeng Song, Daniel Gildea2019 · 60 citations
- Structural Information Preserving for Graph-to-Text Generation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetLinfeng Song et al.2020 · 59 citations
- AMR-to-text generation as a Traveling Salesman Problem ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetLinfeng Song et al.2016 · 48 citations
- ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERTAnnual Meeting of the Association for Computational Linguistics (ACL)Linfeng Song, Kun Xu, Yue Zhang, et al.2020 · 29 citations
- Online Back-Parsing for AMR-to-Text Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXuefeng Bai, Linfeng Song, Yue Zhang2020 · 27 citations
- HunyuanProver: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem ProvingarXiv:2412.20735Yang Li, Dong Du, Linfeng Song, et al.2024 · 25 citations
- Translation with Source Constituency and Dependency Trees ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetFandong Meng et al.2013 · 23 citations
- End-to-End AMR Coreference Resolution ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetQiankun Fu et al.2021 · 20 citations
- GuoFeng: A Benchmark for Zero Pronoun Recovery and TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Mingzhou Xu, Longyue Wang, Derek F. Wong, et al.2022 · 18 citations
- Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIrene Li et al.2022 · 14 citations
- SR-LLM: Rethinking the Structured Representation in Large Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahuan Zhang, Tianheng Wang, Hanqing Wu, et al.2025 · 11 citations
- The Trickle-down Impact of Reward (In-)consistency on RLHFarXiv:2309.16155Lingfeng Shen, Sihao Chen, Linfeng Song, et al.2023 · 11 citations
- Neural Transition-based Syntactic Linearization ↗Proceedings of the 11th International Conference on Natural Language Generation · no summary yetLinfeng Song, Yue Zhang, Daniel Gildea2018 · 11 citations
- SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language ModelsarXiv:2408.15565Dian Yu, Baolin Peng, Ye Tian, et al.2024 · 8 citations
- Cross-domain Generalization for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Xuefeng Bai, Sen Yang, Leyang Cui, et al.2022 · 5 citations
- Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer ↗Proceedings of the 13th International Conference on Natural Language Generation · no summary yetHongyu Gong, Linfeng Song, Suma Bhat2020 · 5 citations
- MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation ↗arXiv:2505.10962 · no summary yetZhenwen Liang et al.2025 · 4 citations
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