Linfeng Song

185 papers A* 25A 2B 6Journal 105Unranked 47
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beam Structured Turbo Receiver for HF Skywave Massive MIMO.
IEEE Trans. Wirel. Commun.
Linfeng Song, Ding Shi, Xiqi Gao, Geoffrey Ye Li, Xiang-Gen Xia
2026 — conf
Damped Beam Structured Channel Estimation for Massive MIMO-OFDM Communications.
CNML
Qinglong Yuan, Ding Shi, Linfeng Song, Jinke Tang, Xiqi Gao
2026 J jnl
Signal Detection for User-Centric Network Massive MIMO System.
IEEE Trans. Commun.
Rui Sun, Linfeng Song, Chen Sun, Ding Shi, Xiqi Gao, Xiang-Gen Xia
2026 J jnl
Verified Critical Step Optimization for LLM Agents.
CoRR
Mukai Li, Qingcheng Zeng, Tianqing Fang, Zhenwen Liang, Linfeng Song, Qi Liu, Haitao Mi, Dong Yu
2025 J jnl
Beam Structured Precoder for HF Skywave Massive MIMO-OFDM Communications With Channel Smoothness Constraint.
IEEE Trans. Commun.
Ding Shi, Linfeng Song, Xuzhong Zhang, Xiqi Gao, Jiaheng Wang, Xiaohu You, Geoffrey Ye Li, Xiang-Gen Xia
2025 — conf
Beam Structured Turbo Receiver for HF Skywave Massive MIMO Communications.
ICC
Linfeng Song, Ding Shi, Xiqi Gao, Geoffrey Ye Li, Xiang-Gen Xia
2025 J jnl
Beam Structured Turbo Receiver for HF Skywave Massive MIMO.
CoRR
Linfeng Song, Ding Shi, Xiqi Gao, Geoffrey Ye Li, Xiang-Gen Xia
2025 J jnl
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models.
CoRR
Runpeng Dai, Linfeng Song, Haolin Liu, Zhenwen Liang, Dian Yu, Haitao Mi, Zhaopeng Tu, Rui Liu, Tong Zheng, Hongtu Zhu, Dong Yu
2025 J jnl
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering.
CoRR
Zhenwen Liang, Ruosen Li, Yujun Zhou, Linfeng Song, Dian Yu, Xinya Du, Haitao Mi, Dong Yu
2025 J jnl
Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains.
CoRR
Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu
2025 J jnl
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning.
CoRR
Zhiwei He, Tian Liang, Jiahao Xu, Qiuzhi Liu, Xingyu Chen, Yue Wang, Linfeng Song, Dian Yu, Zhenwen Liang, Wenxuan Wang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025 J jnl
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning.
CoRR
Ziyin Zhang, Jiahao Xu, Zhiwei He, Tian Liang, Qiuzhi Liu, Yansi Li, Linfeng Song, Zhengwen Liang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025 A* conf
Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models.
ICML
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
2025 — conf
Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls.
ACL (1)
Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu
2025 J jnl
Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls.
CoRR
Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu
2025 J jnl
EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving.
CoRR
Mukai Li, Linfeng Song, Zhenwen Liang, Jiahao Xu, Shansan Gong, Qi Liu, Haitao Mi, Dong Yu
2025 B conf
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models.
COLING
Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu
2025 J jnl
Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values.
CoRR
Dian Yu, Yulai Zhao, Kishan Panaganti, Linfeng Song, Haitao Mi, Dong Yu
2025 J jnl
Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation.
CoRR
Yujun Zhou, Zhenwen Liang, Haolin Liu, Wenhao Yu, Kishan Panaganti, Linfeng Song, Dian Yu, Xiangliang Zhang, Haitao Mi, Dong Yu
2025 J jnl
Improving LLM General Preference Alignment via Optimistic Online Mirror Descent.
CoRR
Yuheng Zhang, Dian Yu, Tao Ge, Linfeng Song, Zhichen Zeng, Haitao Mi, Nan Jiang, Dong Yu
2025 A* conf
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning.
ICLR
Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
2025 A* conf
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning.
AAAI
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu
2025 J jnl
MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation.
CoRR
Zhenwen Liang, Linfeng Song, Yang Li, Tao Yang, Feng Zhang, Haitao Mi, Dong Yu
2025 J jnl
Mitigating the negative impact of over-association for conversational query production.
Inf. Process. Manag.
Ante Wang, Linfeng Song, Zijun Min, Ge Xu, Xiaoli Wang, Junfeng Yao, Jinsong Su
2025 — conf
SR-LLM: Rethinking the Structured Representation in Large Language Model.
ACL (1)
Jiahuan Zhang, Tianheng Wang, Ziyi Huang, Yulong Wu, Hanqing Wu, DongbaiChen DongbaiChen, Linfeng Song, Yue Zhang, Guozheng Rao, Kaicheng Yu
2025 J jnl
SR-LLM: Rethinking the Structured Representation in Large Language Model.
CoRR
Jiahuan Zhang, Tianheng Wang, Hanqing Wu, Ziyi Huang, Yulong Wu, Dongbai Chen, Linfeng Song, Yue Zhang, Guozheng Rao, Kaicheng Yu
2025 J jnl
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.
CoRR
Yue Wang, Qiuzhi Liu, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Linfeng Song, Dian Yu, Juntao Li, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025 J jnl
Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving.
CoRR
Zhenwen Liang, Linfeng Song, Yang Li, Tao Yang, Feng Zhang, Haitao Mi, Dong Yu
2025 J jnl
VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning.
CoRR
Rui Liu, Dian Yu, Tong Zheng, Runpeng Dai, Zongxia Li, Wenhao Yu, Zhenwen Liang, Linfeng Song, Haitao Mi, Pratap Tokekar, Dong Yu
2024 — conf
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation.
LREC/COLING
Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu
2024 J jnl
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation.
CoRR
Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu
2024 J jnl
Beam Structured Channel Estimation for HF Skywave Massive MIMO-OFDM Communications.
IEEE Trans. Wirel. Commun.
Ding Shi, Linfeng Song, Xiqi Gao, Jiaheng Wang, Mats Bengtsson, Geoffrey Ye Li, Xiang-Gen Xia
2024 J jnl
Beam Structured Signal Detector for HF Skywave Massive MIMO-OFDM Communications.
IEEE Trans. Wirel. Commun.
Ding Shi, Linfeng Song, Xiqi Gao, Jiaheng Wang, Mats Bengtsson, Geoffrey Ye Li
2024 J jnl
Collaborative decoding of critical tokens for boosting factuality of large language models.
CoRR
Lifeng Jin, Baolin Peng, Linfeng Song, Haitao Mi, Ye Tian, Dong Yu
2024 — conf
Discrete Conditional Diffusion for Reranking in Recommendation.
WWW (Companion Volume)
Xiao Lin, Xiaokai Chen, Chenyang Wang, Hantao Shu, Linfeng Song, Biao Li, Peng Jiang
2024 J jnl
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.
CoRR
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 J jnl
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models.
CoRR
Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu
2024 J jnl
Fine-Grained Self-Endorsement Improves Factuality and Reasoning.
CoRR
Ante Wang, Linfeng Song, Baolin Peng, Ye Tian, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
HUNYUANPROVER: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem Proving.
CoRR
Yang Li, Dong Du, Linfeng Song, Chen Li, Weikang Wang, Tao Yang, Haitao Mi
2024 — conf
Improving LLM Generations via Fine-Grained Self-Endorsement.
ACL (Findings)
Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu
2024 — conf
Inconsistent dialogue responses and how to recover from them.
EACL (Findings)
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2024 J jnl
Inconsistent dialogue responses and how to recover from them.
CoRR
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2024 J jnl
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning.
CoRR
Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
2024 J jnl
LiteSearch: Efficacious Tree Search for LLM.
CoRR
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu
2024 — conf
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal.
ACL (1)
Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su
2024 J jnl
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal.
CoRR
Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su
2024 J jnl
Mitigating the Negative Impact of Over-association for Conversational Query Production.
CoRR
Ante Wang, Linfeng Song, Zijun Min, Ge Xu, Xiaoli Wang, Junfeng Yao, Jinsong Su
2024 A* conf
Response Enhanced Semi-supervised Dialogue Query Generation.
AAAI
Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su
2024 J jnl
Robust Precoding for HF Skywave Massive MIMO With Slepian Transform.
IEEE Trans. Commun.
Linfeng Song, Ding Shi, Lu Gan, Xiqi Gao
2024 J jnl
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models.
CoRR
Dian Yu, Baolin Peng, Ye Tian, Linfeng Song, Haitao Mi, Dong Yu
2024 — conf
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation.
ACL (1)
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng
2024 J jnl
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation.
CoRR
Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng
2024 — conf
Self-Consistency Boosts Calibration for Math Reasoning.
EMNLP (Findings)
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
Self-Consistency Boosts Calibration for Math Reasoning.
CoRR
Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024 J jnl
Teaching LLMs to Refine with Tools.
CoRR
Dian Yu, Yuheng Zhang, Jiahao Xu, Tian Liang, Linfeng Song, Zhaopeng Tu, Haitao Mi, Dong Yu
2024 A* conf
The Trickle-down Impact of Reward Inconsistency on RLHF.
ICLR
Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu
2024 A* conf
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.
NeurIPS
Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Lei Han, Haitao Mi, Dong Yu
2024 J jnl
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.
CoRR
Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Haitao Mi, Dong Yu
2024 J jnl
Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning.
CoRR
Xiyao Wang, Linfeng Song, Ye Tian, Dian Yu, Baolin Peng, Haitao Mi, Furong Huang, Dong Yu
2023 — conf
A Survey on Zero Pronoun Translation.
ACL (1)
Longyue Wang, Siyou Liu, Mingzhou Xu, Linfeng Song, Shuming Shi, Zhaopeng Tu
2023 J jnl
A Survey on Zero Pronoun Translation.
CoRR
Longyue Wang, Siyou Liu, Mingzhou Xu, Linfeng Song, Shuming Shi, Zhaopeng Tu
2023 A conf
An Empirical Study of Retrieval-Enhanced Graph Neural Networks.
ECAI
Dingmin Wang, Shengchao Liu, Hanchen Wang, Bernardo Cuenca Grau, Linfeng Song, Jian Tang, Le Song, Qi Liu
2023 — conf
Beam Structured Signal Detection for HF Skywave Massive MIMO Communications.
VTC Fall
Ding Shi, Linfeng Song, Xiqi Gao, Jiaheng Wang, Mats Bengtsson, Geoffrey Ye Li
2023 — conf
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training.
ACL (Findings)
Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2023 J jnl
Channel Acquisition for HF Skywave Massive MIMO-OFDM Communications.
IEEE Trans. Wirel. Commun.
Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li
2023 J jnl
D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Ante Wang, Linfeng Song, Lifeng Jin, Junfeng Yao, Haitao Mi, Chen Lin, Jinsong Su, Dong Yu
2023 J jnl
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing.
Trans. Assoc. Comput. Linguistics
Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu
2023 J jnl
Discrete Conditional Diffusion for Reranking in Recommendation.
CoRR
Xiao Lin, Xiaokai Chen, Chenyang Wang, Hantao Shu, Linfeng Song, Biao Li, Peng Jiang
2023 — conf
Domain Adaptation for Conversational Query Production with the RAG Model Feedback.
EMNLP (Findings)
Ante Wang, Linfeng Song, Ge Xu, Jinsong Su
2023 A conf
Friend-training: Learning from Models of Different but Related Tasks.
EACL
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu
2023 J jnl
Friend-training: Learning from Models of Different but Related Tasks.
CoRR
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu
2023 J jnl
OpenFact: Factuality Enhanced Open Knowledge Extraction.
Trans. Assoc. Comput. Linguistics
Linfeng Song, Ante Wang, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu
2023 J jnl
Response Enhanced Semi-Supervised Dialogue Query Generation.
CoRR
Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su
2023 — conf
SafeConv: Explaining and Correcting Conversational Unsafe Behavior.
ACL (1)
Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu
2023 J jnl
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production.
CoRR
Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu
2023 J jnl
Search-engine-augmented dialogue response generation with cheaply supervised query production.
Artif. Intell.
Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu
2023 J jnl
Slepian Transform Based Detectors for HF Skywave Massive MIMO-OFDM Systems.
IEEE Trans. Veh. Technol.
Linfeng Song, Ding Shi, Lu Gan, Xiqi Gao
2023 J jnl
Stabilizing RLHF through Advantage Model and Selective Rehearsal.
CoRR
Baolin Peng, Linfeng Song, Ye Tian, Lifeng Jin, Haitao Mi, Dong Yu
2023 J jnl
The Trickle-down Impact of Reward (In-)consistency on RLHF.
CoRR
Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu
2023 A* conf
Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation.
KDD
Xiao Lin, Xiaokai Chen, Linfeng Song, Jingwei Liu, Biao Li, Peng Jiang
2023 J jnl
Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation.
CoRR
Xiao Lin, Xiaokai Chen, Linfeng Song, Jingwei Liu, Biao Li, Peng Jiang
2022 J jnl
A Multi-Level Optimization Framework for End-to-End Text Augmentation.
Trans. Assoc. Comput. Linguistics
Sai Ashish Somayajula, Linfeng Song, Pengtao Xie
2022 J jnl
An AST Structure Enhanced Decoder for Code Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Hui Jiang, Linfeng Song, Yubin Ge, Fandong Meng, Junfeng Yao, Jinsong Su
2022 J jnl
Augmenting Message Passing by Retrieving Similar Graphs.
CoRR
Dingmin Wang, Shengchao Liu, Hanchen Wang, Linfeng Song, Jian Tang, Song Le, Bernardo Cuenca Grau, Qi Liu
2022 — conf
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play.
EMNLP (Findings)
Qi Liu, Zihuiwen Ye, Tao Yu, Linfeng Song, Phil Blunsom
2022 J jnl
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play.
CoRR
Qi Liu, Zihuiwen Ye, Tao Yu, Phil Blunsom, Linfeng Song
2022 J jnl
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding.
J. Artif. Intell. Res.
Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu
2022 J jnl
Channel Acquisition for HF Skywave Massive MIMO-OFDM Communications.
CoRR
Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li
2022 B conf
Channel Estimation for HF Skywave Massive MIMO-OFDM with Triple-Beam Based Channel Model.
GLOBECOM
Ding Shi, Linfeng Song, Wenqi Zhou, Xiqi Gao, Cheng-Xiang Wang, Geoffrey Ye Li
2022 A* conf
Cross-domain Generalization for AMR Parsing.
EMNLP
Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song, Yue Zhang
2022 J jnl
Cross-domain Generalization for AMR Parsing.
CoRR
Xuefeng Bai, Seng Yang, Leyang Cui, Linfeng Song, Yue Zhang
2022 — conf
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup.
EMNLP (Findings)
Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu
2022 J jnl
Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing.
CoRR
Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu
2022 J jnl
Distant finetuning with discourse relations for stance classification.
CoRR
Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu
2022 J jnl
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea
2022 — conf
Getting the Most out of Simile Recognition.
EMNLP (Findings)
Xiaoyue Wang, Linfeng Song, Xin Liu, Chulun Zhou, Hualin Zeng, Jinsong Su
2022 J jnl
Getting the Most out of Simile Recognition.
CoRR
Xiaoyue Wang, Linfeng Song, Xin Liu, Chulun Zhou, Jinsong Su
2022 A* conf
GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation.
EMNLP
Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
2022 A* conf
Hierarchical Context Tagging for Utterance Rewriting.
AAAI
Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea
2022 J jnl
Hierarchical Context Tagging for Utterance Rewriting.
CoRR
Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea
2022 A* conf
Learning a Grammar Inducer from Massive Uncurated Instructional Videos.
EMNLP
Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo
2022 J jnl
Learning a Grammar Inducer from Massive Uncurated Instructional Videos.
CoRR
Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo
2022 B conf
Semantic-based Pre-training for Dialogue Understanding.
COLING
Xuefeng Bai, Linfeng Song, Yue Zhang
2022 J jnl
Semantic-based Pre-training for Dialogue Understanding.
CoRR
Xuefeng Bai, Linfeng Song, Yue Zhang
2022 — conf
Signal Detection for HF Skywave Massive MIMO-OFDM with Slepian Transform.
WCSP
Linfeng Song, Ding Shi, Lu Gan, Xiqi Gao
2022 — conf
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution.
ACL (1)
Irene Li, Linfeng Song, Kun Xu, Dong Yu
2021 A* conf
A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues.
IJCAI
Ante Wang, Linfeng Song, Hui Jiang, Shaopeng Lai, Junfeng Yao, Min Zhang, Jinsong Su
2021 J jnl
An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering.
J. Artif. Intell. Res.
Yongjing Yin, Shaopeng Lai, Linfeng Song, Chulun Zhou, Xianpei Han, Junfeng Yao, Jinsong Su
2021 J jnl
Conversational Semantic Role Labeling.
CoRR
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021 J jnl
Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process.
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021 — conf
Distant Finetuning with Discourse Relations for Stance Classification.
NLPCC (2)
Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu
2021 — conf
Domain-Adaptive Pretraining Methods for Dialogue Understanding.
ACL/IJCNLP (2)
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021 J jnl
Domain-Adaptive Pretraining Methods for Dialogue Understanding.
CoRR
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song
2021 — conf
End-to-End AMR Corefencence Resolution.
ACL/IJCNLP (1)
Qiankun Fu, Linfeng Song, Wenyu Du, Yue Zhang
2021 J jnl
Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning.
CoRR
Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo
2021 J jnl
Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning.
Artif. Intell.
Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo
2021 — conf
Instance-adaptive training with noise-robust losses against noisy labels.
EMNLP (1)
Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu
2021 — conf
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs.
ACL/IJCNLP (Findings)
Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang
2021 J jnl
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs.
CoRR
Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang
2021 — conf
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging.
EMNLP (1)
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu
2021 — conf
Semantic Representation for Dialogue Modeling.
ACL/IJCNLP (1)
Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang
2021 J jnl
Semantic Representation for Dialogue Modeling.
CoRR
Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang
2021 J jnl
Structural Information Preserving for Graph-to-Text Generation.
CoRR
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2021 — conf
TexSmart: A System for Enhanced Natural Language Understanding.
ACL (demo)
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 — conf
Video-aided Unsupervised Grammar Induction.
NAACL-HLT
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo
2021 J jnl
Video-aided Unsupervised Grammar Induction.
CoRR
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo
2020 A* conf
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.
AAAI
Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu
2020 J jnl
Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.
CoRR
Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu
2020 A* conf
Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions.
AAAI
Yongjing Yin, Fandong Meng, Jinsong Su, Yubin Ge, Linfeng Song, Jie Zhou, Jiebo Luo
2020 A* conf
Neural Simile Recognition with Cyclic Multitask Learning and Local Attention.
AAAI
Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo
2020 — conf
Online Back-Parsing for AMR-to-Text Generation.
EMNLP (1)
Xuefeng Bai, Linfeng Song, Yue Zhang
2020 J jnl
Online Back-Parsing for AMR-to-Text Generation.
CoRR
Xuefeng Bai, Linfeng Song, Yue Zhang
2020 A* conf
Relation Extraction Exploiting Full Dependency Forests.
AAAI
Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu
2020 B conf
Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer.
INLG
Hongyu Gong, Linfeng Song, Suma Bhat
2020 J jnl
Robust Dialogue Utterance Rewriting as Sequence Tagging.
CoRR
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu
2020 — conf
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
EMNLP (1)
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020 J jnl
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
CoRR
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020 A* conf
Structural Information Preserving for Graph-to-Text Generation.
ACL
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2020 J jnl
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis.
CoRR
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
2020 A* conf
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT.
ACL
Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu
2019 A* conf
Graph-based Neural Sentence Ordering.
IJCAI
Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo
2019 J jnl
Graph-based Neural Sentence Ordering.
CoRR
Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo
2019 — conf
Leveraging Dependency Forest for Neural Medical Relation Extraction.
EMNLP/IJCNLP (1)
Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su
2019 J jnl
Leveraging Dependency Forest for Neural Medical Relation Extraction.
CoRR
Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su
2019 — conf
Multi-Granular Text Encoding for Self-Explaining Categorization.
BlackboxNLP@ACL
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi
2019 J jnl
Multi-Granular Text Encoding for Self-Explaining Categorization.
CoRR
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi
2019 A* conf
Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning.
IJCAI
Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang
2019 J jnl
Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning.
CoRR
Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang
2019 J jnl
Neural Simile Recognition with Cyclic Multitask Learning and Local Attention.
CoRR
Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo
2019 — conf
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis.
ACL (1)
Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo
2019 J jnl
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis.
CoRR
Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo
2019 — conf
SemBleu: A Robust Metric for AMR Parsing Evaluation.
ACL (1)
Linfeng Song, Daniel Gildea
2019 J jnl
SemBleu: A Robust Metric for AMR Parsing Evaluation.
CoRR
Linfeng Song, Daniel Gildea
2019 J jnl
Semantic Neural Machine Translation using AMR.
CoRR
Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su
2019 J jnl
Semantic Neural Machine Translation using AMR.
Trans. Assoc. Comput. Linguistics
Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su
2019 J jnl
Tackling Graphical NLP problems with Graph Recurrent Networks.
CoRR
Linfeng Song
2018 — conf
A Graph-to-Sequence Model for AMR-to-Text Generation.
ACL (1)
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea
2018 J jnl
A Graph-to-Sequence Model for AMR-to-Text Generation.
CoRR
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea
2018 J jnl
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks.
CoRR
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea
2018 — conf
Leveraging Context Information for Natural Question Generation.
NAACL-HLT (2)
Linfeng Song, Zhiguo Wang, Wael Hamza, Yue Zhang, Daniel Gildea
2018 J jnl
N-ary Relation Extraction using Graph State LSTM.
CoRR
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea
2018 A* conf
N-ary Relation Extraction using Graph-State LSTM.
EMNLP
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea
2018 B conf
Neural Transition-based Syntactic Linearization.
INLG
Linfeng Song, Yue Zhang, Daniel Gildea
2018 J jnl
Neural Transition-based Syntactic Linearization.
CoRR
Linfeng Song, Yue Zhang, Daniel Gildea
2018 — conf
Sentence-State LSTM for Text Representation.
ACL (1)
Yue Zhang, Qi Liu, Linfeng Song
2018 J jnl
Sentence-State LSTM for Text Representation.
CoRR
Yue Zhang, Qi Liu, Linfeng Song
2018 — conf
Sequence-to-sequence Models for Cache Transition Systems.
ACL (1)
Xiaochang Peng, Linfeng Song, Daniel Gildea, Giorgio Satta
2017 J jnl
A Unified Query-based Generative Model for Question Generation and Question Answering.
CoRR
Linfeng Song, Zhiguo Wang, Wael Hamza
2017 — conf
AMR-to-text Generation with Synchronous Node Replacement Grammar.
ACL (2)
Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea
2017 J jnl
AMR-to-text Generation with Synchronous Node Replacement Grammar.
CoRR
Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea
2017 J jnl
k-Nearest Neighbor Augmented Neural Networks for Text Classification.
CoRR
Zhiguo Wang, Wael Hamza, Linfeng Song
2016 A* conf
AMR-to-text generation as a Traveling Salesman Problem.
EMNLP
Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea
2016 J jnl
AMR-to-text generation as a Traveling Salesman Problem.
CoRR
Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea
2016 J jnl
Domain-specific Question Generation from a Knowledge Base.
CoRR
Linfeng Song, Lin Zhao
2016 — conf
Sense Embedding Learning for Word Sense Induction.
*SEM@ACL
Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea
2016 J jnl
Sense Embedding Learning for Word Sense Induction.
CoRR
Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea
2015 B conf
A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing.
CoNLL
Xiaochang Peng, Linfeng Song, Daniel Gildea
2014 A* conf
Joint Morphological Generation and Syntactic Linearization.
AAAI
Linfeng Song, Yue Zhang, Kai Song, Qun Liu
2014 A* conf
Syntactic SMT Using a Discriminative Text Generation Model.
EMNLP
Yue Zhang, Kai Song, Linfeng Song, Jingbo Zhu, Qun Liu
2013 — conf
Phrase Filtering for Content Words in Hierarchical Phrase-Based Model.
CLSW
Xing Wang, Jun Xie, Linfeng Song, Yajuan Lv, Jianmin Yao
2013 — conf
Rule Refinement for Spoken Language Translation by Retrieving the Missing Translation of Content Words.
IALP
Linfeng Song, Jun Xie, Xing Wang, Yajuan Lv, Qun Liu
2013 A* conf
Translation with Source Constituency and Dependency Trees.
EMNLP
Fandong Meng, Jun Xie, Linfeng Song, Yajuan Lü, Qun Liu
2011 — conf
Bagging-based System Combination for Domain Adaption.
MTSummit
Linfeng Song, Haitao Mi, Yajuan Lü, Qun Liu
2011 — conf
ETS: An Error Tolerable System for Coreference Resolution.
CoNLL Shared Task
Hao Xiong, Linfeng Song, Fandong Meng, Yang Liu, Qun Liu, Yajuan Lv
2011 — conf
The
NTCIR
Hao Xiong, Linfeng Song, Fandong Meng, Yajuan Lü, Qun Liu