Linfeng Song

Orcid: 0009-0003-5455-5538

According to our database1, Linfeng Song authored at least 110 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Mitigating the negative impact of over-association for conversational query production.
Inf. Process. Manag., 2025

2024
Robust Precoding for HF Skywave Massive MIMO With Slepian Transform.
IEEE Trans. Commun., June, 2024

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning.
CoRR, 2024

Mitigating the Negative Impact of Over-association for Conversational Query Production.
CoRR, 2024

SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models.
CoRR, 2024

Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning.
CoRR, 2024

LiteSearch: Efficacious Tree Search for LLM.
CoRR, 2024

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing.
CoRR, 2024

Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models.
CoRR, 2024

Self-Consistency Boosts Calibration for Math Reasoning.
CoRR, 2024

Collaborative decoding of critical tokens for boosting factuality of large language models.
CoRR, 2024

Fine-Grained Self-Endorsement Improves Factuality and Reasoning.
CoRR, 2024

Discrete Conditional Diffusion for Reranking in Recommendation.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

The Trickle-down Impact of Reward Inconsistency on RLHF.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Self-Consistency Boosts Calibration for Math Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Inconsistent dialogue responses and how to recover from them.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Improving LLM Generations via Fine-Grained Self-Endorsement.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Response Enhanced Semi-supervised Dialogue Query Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Slepian Transform Based Detectors for HF Skywave Massive MIMO-OFDM Systems.
IEEE Trans. Veh. Technol., October, 2023

Channel Acquisition for HF Skywave Massive MIMO-OFDM Communications.
IEEE Trans. Wirel. Commun., June, 2023

Search-engine-augmented dialogue response generation with cheaply supervised query production.
Artif. Intell., June, 2023

D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

OpenFact: Factuality Enhanced Open Knowledge Extraction.
Trans. Assoc. Comput. Linguistics, 2023

Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing.
Trans. Assoc. Comput. Linguistics, 2023

The Trickle-down Impact of Reward (In-)consistency on RLHF.
CoRR, 2023

Stabilizing RLHF through Advantage Model and Selective Rehearsal.
CoRR, 2023

Beam Structured Signal Detection for HF Skywave Massive MIMO Communications.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Domain Adaptation for Conversational Query Production with the RAG Model Feedback.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

An Empirical Study of Retrieval-Enhanced Graph Neural Networks.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Friend-training: Learning from Models of Different but Related Tasks.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

SafeConv: Explaining and Correcting Conversational Unsafe Behavior.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Survey on Zero Pronoun Translation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Evidence Integration for Multi-Hop Reading Comprehension With Graph Neural Networks.
IEEE Trans. Knowl. Data Eng., 2022

An AST Structure Enhanced Decoder for Code Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

A Multi-Level Optimization Framework for End-to-End Text Augmentation.
Trans. Assoc. Comput. Linguistics, 2022

CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding.
J. Artif. Intell. Res., 2022

Getting the Most out of Simile Recognition.
CoRR, 2022

Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing.
CoRR, 2022

Cross-domain Generalization for AMR Parsing.
CoRR, 2022

Augmenting Message Passing by Retrieving Similar Graphs.
CoRR, 2022

Signal Detection for HF Skywave Massive MIMO-OFDM with Slepian Transform.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Channel Estimation for HF Skywave Massive MIMO-OFDM with Triple-Beam Based Channel Model.
Proceedings of the IEEE Global Communications Conference, 2022

Learning a Grammar Inducer from Massive Uncurated Instructional Videos.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Getting the Most out of Simile Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Cross-domain Generalization for AMR Parsing.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Semantic-based Pre-training for Dialogue Understanding.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

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), 2022

Hierarchical Context Tagging for Utterance Rewriting.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Conversational Semantic Role Labeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering.
J. Artif. Intell. Res., 2021

Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning.
Artif. Intell., 2021

Distant Finetuning with Discourse Relations for Stance Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Video-aided Unsupervised Grammar Induction.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Instance-adaptive training with noise-robust losses against noisy labels.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Domain-Adaptive Pretraining Methods for Dialogue Understanding.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

TexSmart: A System for Enhanced Natural Language Understanding.
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

End-to-End AMR Corefencence Resolution.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Semantic Representation for Dialogue Modeling.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis.
CoRR, 2020

Robust Dialogue Utterance Rewriting as Sequence Tagging.
CoRR, 2020

Rich Syntactic and Semantic Information Helps Unsupervised Text Style Transfer.
Proceedings of the 13th International Conference on Natural Language Generation, 2020

Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Online Back-Parsing for AMR-to-Text Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Structural Information Preserving for Graph-to-Text Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Neural Simile Recognition with Cyclic Multitask Learning and Local Attention.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Relation Extraction Exploiting Full Dependency Forests.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Semantic Neural Machine Translation using AMR.
Trans. Assoc. Comput. Linguistics, 2019

Tackling Graphical NLP problems with Graph Recurrent Networks.
CoRR, 2019

Graph-based Neural Sentence Ordering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Leveraging Dependency Forest for Neural Medical Relation Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multi-Granular Text Encoding for Self-Explaining Categorization.
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

SemBleu: A Robust Metric for AMR Parsing Evaluation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks.
CoRR, 2018

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, 2018

Neural Transition-based Syntactic Linearization.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

N-ary Relation Extraction using Graph-State LSTM.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Sentence-State LSTM for Text Representation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Sequence-to-sequence Models for Cache Transition Systems.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

A Graph-to-Sequence Model for AMR-to-Text Generation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
A Unified Query-based Generative Model for Question Generation and Question Answering.
CoRR, 2017

k-Nearest Neighbor Augmented Neural Networks for Text Classification.
CoRR, 2017

AMR-to-text Generation with Synchronous Node Replacement Grammar.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Domain-specific Question Generation from a Knowledge Base.
CoRR, 2016

Sense Embedding Learning for Word Sense Induction.
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

AMR-to-text generation as a Traveling Salesman Problem.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015
A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

2014
Syntactic SMT Using a Discriminative Text Generation Model.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Joint Morphological Generation and Syntactic Linearization.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Rule Refinement for Spoken Language Translation by Retrieving the Missing Translation of Content Words.
Proceedings of the 2013 International Conference on Asian Language Processing, 2013

Translation with Source Constituency and Dependency Trees.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Phrase Filtering for Content Words in Hierarchical Phrase-Based Model.
Proceedings of the Chinese Lexical Semantics - 14th Workshop, 2013

2011
The <i>ICT</i>'s Patent MT System Description for NTCIR-9.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Bagging-based System Combination for Domain Adaption.
Proceedings of Machine Translation Summit XIII: Papers, 2011

ETS: An Error Tolerable System for Coreference Resolution.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task, 2011


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