---
title: "Linfeng Song — all works — Elamur Research"
description: "All 31 works of Linfeng Song in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/linfeng-song/works/"
---
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# Linfeng Song — all works

31 works · [← Linfeng Song](https://md.research.elamur.ai/free/en/authors/linfeng-song/)

1. **[A Graph-to-Sequence Model for AMR-to-Text Generation](https://md.research.elamur.ai/free/en/papers/song-2018-graph-sequence-model-amr-text/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Linfeng Song, Yue Zhang, Zhiguo Wang, et al.*2018 · 330 citations*
2. **[Sentence-State LSTM for Text Representation ↗](https://aclanthology.org/P18-1030/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yue Zhang, Qi Liu, Linfeng Song*2018 · 281 citations*
3. **[N-ary Relation Extraction using Graph-State LSTM ↗](https://aclanthology.org/D18-1246/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Linfeng Song et al.*2018 · 234 citations*
4. [**Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs arXiv:2412.21187**Xingyu Chen, Jiahao Xu, Tian Liang, et al.*2024 · 192 citations*](https://md.research.elamur.ai/free/en/papers/chen-2024-think-that-much-2-3/)
5. **[Leveraging Context Information for Natural Question Generation ↗](https://aclanthology.org/N18-2090/) 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 yet**Linfeng Song et al.*2018 · 190 citations*
6. [**Semantic Neural Machine Translation Using AMR**Linfeng Song, Daniel Gildea, Yue Zhang, et al.*Machine translation · 159 citations*](https://md.research.elamur.ai/free/en/papers/song-2019-semantic-neural-machine-translation-amr/)
7. **[A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing ↗](https://aclanthology.org/K15-1004/) Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yet**Xiaochang Peng, Linfeng Song, Daniel Gildea*2015 · 139 citations*
8. **[JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs ↗](https://aclanthology.org/2021.findings-acl.223/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Pei Ke et al.*2021 · 132 citations*
9. **[Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ↗](https://aclanthology.org/P19-1053/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Jialong Tang et al.*2019 · 115 citations*
10. [**AMR-to-text Generation with Synchronous Node Replacement Grammar**Linfeng Song, Xiaochang Peng, Yue Zhang, et al.*Machine translation · 109 citations*](https://md.research.elamur.ai/free/en/papers/song-2017-amr-text-generation-synchronous-node/)
11. **[Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing ↗](https://arxiv.org/abs/2404.12253) arXiv:2404.12253 · no summary yet**Ye Tian et al.*2024 · 80 citations*
12. **[DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning ↗](https://arxiv.org/abs/2504.11456) arXiv:2504.11456 · no summary yet**Zhiwei He et al.*2025 · 78 citations*
13. **[Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation](https://md.research.elamur.ai/free/en/papers/zhang-2024-self-alignment-factuality-mitigating-hallucinations/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoying Zhang, Baolin Peng, Ye Tian, et al.*2024 · 69 citations*
14. **[SemBleu: A Robust Metric for AMR Parsing Evaluation ↗](https://aclanthology.org/P19-1446/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Linfeng Song, Daniel Gildea*2019 · 60 citations*
15. **[Structural Information Preserving for Graph-to-Text Generation ↗](https://aclanthology.org/2020.acl-main.712/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Linfeng Song et al.*2020 · 59 citations*
16. **[AMR-to-text generation as a Traveling Salesman Problem ↗](https://aclanthology.org/D16-1224/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Linfeng Song et al.*2016 · 48 citations*
17. **[ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT](https://md.research.elamur.ai/free/en/papers/song-2020-zpr2-joint-zero-pronoun-recovery/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Linfeng Song, Kun Xu, Yue Zhang, et al.*2020 · 29 citations*
18. **[Online Back-Parsing for AMR-to-Text Generation ↗](https://aclanthology.org/2020.emnlp-main.92/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Xuefeng Bai, Linfeng Song, Yue Zhang*2020 · 27 citations*
19. [**HunyuanProver: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem Proving arXiv:2412.20735**Yang Li, Dong Du, Linfeng Song, et al.*2024 · 25 citations*](https://md.research.elamur.ai/free/en/papers/li-2024-hunyuanprover-scalable-data-synthesis/)
20. **[Translation with Source Constituency and Dependency Trees ↗](https://aclanthology.org/D13-1108/) Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yet**Fandong Meng et al.*2013 · 23 citations*
21. **[End-to-End AMR Coreference Resolution ↗](https://aclanthology.org/2021.acl-long.324/) 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 yet**Qiankun Fu et al.*2021 · 20 citations*
22. **[GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation](https://md.research.elamur.ai/free/en/papers/xu-2022-guofeng-benchmark-zero-pronoun-recovery/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mingzhou Xu, Longyue Wang, Derek F. Wong, et al.*2022 · 18 citations*
23. **[Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ↗](https://aclanthology.org/2022.acl-long.199/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Irene Li et al.*2022 · 14 citations*
24. **[SR-LLM: Rethinking the Structured Representation in Large Language Model](https://md.research.elamur.ai/free/en/papers/zhang-2025-sr-llm-rethinking-structured-representation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiahuan Zhang, Tianheng Wang, Hanqing Wu, et al.*2025 · 11 citations*
25. [**The Trickle-down Impact of Reward (In-)consistency on RLHF arXiv:2309.16155**Lingfeng Shen, Sihao Chen, Linfeng Song, et al.*2023 · 11 citations*](https://md.research.elamur.ai/free/en/papers/shen-2023-trickle-down-impact-reward-consistency/)
26. **[Neural Transition-based Syntactic Linearization ↗](https://aclanthology.org/W18-6553/) Proceedings of the 11th International Conference on Natural Language Generation · no summary yet**Linfeng Song, Yue Zhang, Daniel Gildea*2018 · 11 citations*
27. [**SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models arXiv:2408.15565**Dian Yu, Baolin Peng, Ye Tian, et al.*2024 · 8 citations*](https://md.research.elamur.ai/free/en/papers/yu-2024-siam-self-improving-code-assisted/)
28. **[Cross-domain Generalization for AMR Parsing](https://md.research.elamur.ai/free/en/papers/bai-2022-cross-domain-generalization-amr-parsing/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xuefeng Bai, Sen Yang, Leyang Cui, et al.*2022 · 5 citations*
29. **[Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer ↗](https://aclanthology.org/2020.inlg-1.17/) Proceedings of the 13th International Conference on Natural Language Generation · no summary yet**Hongyu Gong, Linfeng Song, Suma Bhat*2020 · 5 citations*
30. **[MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation ↗](https://arxiv.org/abs/2505.10962) arXiv:2505.10962 · no summary yet**Zhenwen Liang et al.*2025 · 4 citations*
31. **[Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains](https://md.research.elamur.ai/free/en/papers/su-2026-crossing-reward-bridge-expanding-reinforcement/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yi Su, Dian Yu, Linfeng Song, et al.*2026*