Linfeng Song
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
74
Venues
17
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
74 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience. | Zhenwen Liang, Ruosen Li, Yujun Zhou, Linfeng Song, Dian Yu, Xinya Du, Haitao Mi, Dong Yu |
| 2026 | ACL | EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving. | Mukai Li, Linfeng Song, Zhenwen Liang, Jiahao Xu, Shansan Gong, Qi Liu, Haitao Mi, Dong Yu |
| 2026 | ACL | Verified Critical Step Optimization for LLM Agents. | Mukai Li, Qingcheng Zeng, Tianqing Fang, Zhenwen Liang, Linfeng Song, Qi Liu, Haitao Mi, Dong Yu |
| 2026 | ACL | Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains. | Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu |
| 2026 | WCNC | HF Skywave Massive MIMO Communications with Interference Sparsity-Aware Turbo Receiver. | Linfeng Song, Rui Sun, Ding Shi, Yanbo Yu, An-An Lu, Xiqi Gao, Geoffrey Ye Li, Xiang-Gen Xia |
| 2025 | AAAI | LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. | Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu |
| 2025 | ACL | Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. | Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu |
| 2025 | ACL | SR-LLM: Rethinking the Structured Representation in Large Language Model. | Jiahuan Zhang, Tianheng Wang, Ziyi Huang, Yulong Wu, Hanqing Wu, DongbaiChen DongbaiChen, Linfeng Song, Yue Zhang, Guozheng Rao, Kaicheng Yu |
| 2025 | COLING | Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models. | Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu |
| 2025 | ICLR | Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. | Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu |
| 2025 | ICML | Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models. | Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu |
| 2024 | AAAI | Response Enhanced Semi-supervised Dialogue Query Generation. | Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su |
| 2024 | ACL | Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal. | Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su |
| 2024 | ACL | Improving LLM Generations via Fine-Grained Self-Endorsement. | Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu |
| 2024 | ACL | Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. | Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng |
| 2024 | COLING | A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. | Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu |
| 2024 | EACL | Inconsistent dialogue responses and how to recover from them. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu |
| 2024 | EMNLP | Self-Consistency Boosts Calibration for Math Reasoning. | Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu |
| 2024 | ICLR | The Trickle-down Impact of Reward Inconsistency on RLHF. | Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu |
| 2024 | WWW | Discrete Conditional Diffusion for Reranking in Recommendation. | Xiao Lin, Xiaokai Chen, Chenyang Wang, Hantao Shu, Linfeng Song, Biao Li, Peng Jiang |
| 2023 | ACL | Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. | Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu |
| 2023 | ACL | A Survey on Zero Pronoun Translation. | Longyue Wang, Siyou Liu, Mingzhou Xu, Linfeng Song, Shuming Shi, Zhaopeng Tu |
| 2023 | ACL | SafeConv: Explaining and Correcting Conversational Unsafe Behavior. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu |
| 2023 | EACL | Friend-training: Learning from Models of Different but Related Tasks. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu |
| 2023 | ECAI | An Empirical Study of Retrieval-Enhanced Graph Neural Networks. | Dingmin Wang, Shengchao Liu, Hanchen Wang, Bernardo Cuenca Grau, Linfeng Song, Jian Tang, Le Song, Qi Liu |
| 2023 | EMNLP | Domain Adaptation for Conversational Query Production with the RAG Model Feedback. | Ante Wang, Linfeng Song, Ge Xu, Jinsong Su |
| 2023 | KDD | Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation. | Xiao Lin, Xiaokai Chen, Linfeng Song, Jingwei Liu, Biao Li, Peng Jiang |
| 2023 | VTC | Beam Structured Signal Detection for HF Skywave Massive MIMO Communications. | Ding Shi, Linfeng Song, Xiqi Gao, Jiaheng Wang, Mats Bengtsson, Geoffrey Ye Li |
| 2022 | AAAI | Hierarchical Context Tagging for Utterance Rewriting. | Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea |
| 2022 | ACL | Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution. | Irene Li, Linfeng Song, Kun Xu, Dong Yu |
| 2022 | COLING | Semantic-based Pre-training for Dialogue Understanding. | Xuefeng Bai, Linfeng Song, Yue Zhang |
| 2022 | EMNLP | Cross-domain Generalization for AMR Parsing. | Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song, Yue Zhang |
| 2022 | EMNLP | Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. | Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu |
| 2022 | EMNLP | Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play. | Qi Liu, Zihuiwen Ye, Tao Yu, Linfeng Song, Phil Blunsom |
| 2022 | EMNLP | Getting the Most out of Simile Recognition. | Xiaoyue Wang, Linfeng Song, Xin Liu, Chulun Zhou, Hualin Zeng, Jinsong Su |
| 2022 | EMNLP | GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. | Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu |
| 2022 | EMNLP | Learning a Grammar Inducer from Massive Uncurated Instructional Videos. | Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo |
| 2022 | GLOBECOM | Channel Estimation for HF Skywave Massive MIMO-OFDM with Triple-Beam Based Channel Model. | Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li |
| 2021 | ACL | Semantic Representation for Dialogue Modeling. | Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang |
| 2021 | ACL | End-to-End AMR Corefencence Resolution. | Qiankun Fu, Linfeng Song, Wenyu Du, Yue Zhang |
| 2021 | ACL | JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs. | Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang |
| 2021 | ACL | TexSmart: A System for Enhanced Natural Language Understanding. | Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi |
| 2021 | ACL | Domain-Adaptive Pretraining Methods for Dialogue Understanding. | Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song |
| 2021 | EMNLP | RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. | Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu |
| 2021 | EMNLP | Instance-adaptive training with noise-robust losses against noisy labels. | Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu |
| 2021 | IJCAI | A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues. | Ante Wang, Linfeng Song, Hui Jiang, Shaopeng Lai, Junfeng Yao, Min Zhang, Jinsong Su |
| 2021 | NAACL | Video-aided Unsupervised Grammar Induction. | Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo |
| 2020 | AAAI | Relation Extraction Exploiting Full Dependency Forests. | Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu |
| 2020 | AAAI | Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. | Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu |
| 2020 | AAAI | Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions. | Yongjing Yin, Fandong Meng, Jinsong Su, Yubin Ge, Linfeng Song, Jie Zhou, Jiebo Luo |
| 2020 | AAAI | Neural Simile Recognition with Cyclic Multitask Learning and Local Attention. | Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo |
| 2020 | ACL | Structural Information Preserving for Graph-to-Text Generation. | Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu |
| 2020 | ACL | ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT. | Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu |
| 2020 | EMNLP | Online Back-Parsing for AMR-to-Text Generation. | Xuefeng Bai, Linfeng Song, Yue Zhang |
| 2020 | EMNLP | Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. | Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu |
| 2020 | INLG | Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer. | Hongyu Gong, Linfeng Song, Suma Bhat |
| 2019 | ACL | SemBleu: A Robust Metric for AMR Parsing Evaluation. | Linfeng Song, Daniel Gildea |
| 2019 | ACL | Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. | Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo |
| 2019 | EMNLP | Leveraging Dependency Forest for Neural Medical Relation Extraction. | Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su |
| 2019 | IJCAI | Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. | Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang |
| 2019 | IJCAI | Graph-based Neural Sentence Ordering. | Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo |
| 2018 | ACL | A Graph-to-Sequence Model for AMR-to-Text Generation. | Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea |
| 2018 | ACL | Sequence-to-sequence Models for Cache Transition Systems. | Xiaochang Peng, Linfeng Song, Daniel Gildea, Giorgio Satta |
| 2018 | ACL | Sentence-State LSTM for Text Representation. | Yue Zhang, Qi Liu, Linfeng Song |
| 2018 | EMNLP | N-ary Relation Extraction using Graph-State LSTM. | Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea |
| 2018 | INLG | Neural Transition-based Syntactic Linearization. | Linfeng Song, Yue Zhang, Daniel Gildea |
| 2018 | NAACL | Leveraging Context Information for Natural Question Generation. | Linfeng Song, Zhiguo Wang, Wael Hamza, Yue Zhang, Daniel Gildea |
| 2017 | ACL | AMR-to-text Generation with Synchronous Node Replacement Grammar. | Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea |
| 2016 | EMNLP | AMR-to-text generation as a Traveling Salesman Problem. | Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea |
| 2015 | CoNLL | A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing. | Xiaochang Peng, Linfeng Song, Daniel Gildea |
| 2014 | AAAI | Joint Morphological Generation and Syntactic Linearization. | Linfeng Song, Yue Zhang, Kai Song, Qun Liu |
| 2014 | EMNLP | Syntactic SMT Using a Discriminative Text Generation Model. | Yue Zhang, Kai Song, Linfeng Song, Jingbo Zhu, Qun Liu |
| 2013 | EMNLP | Translation with Source Constituency and Dependency Trees. | Fandong Meng, Jun Xie, Linfeng Song, Yajuan L, Qun Liu |
| 2011 | CoNLL | ETS: An Error Tolerable System for Coreference Resolution. | Hao Xiong, Linfeng Song, Fandong Meng, Yang Liu, Qun Liu, Yajuan Lv |