Si Li

Orcid: 0000-0001-9823-3870

Affiliations:
  • Beijing University of Posts and Telecommunications, Pattern Recognition & Intelligent System Lab, China
  • Brandeis University, Chinese Language Processing Group, Waltham, MA, USA


According to our database1, Si Li authored at least 85 papers between 2008 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
SPLiT: Single Portrait Lighting Estimation via a Tetrad of Face Intrinsics.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

2023
Shape From Polarization With Distant Lighting Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Reflection Removal With NIR and RGB Image Feature Fusion.
IEEE Trans. Multim., 2023

Polarization Guided HDR Reconstruction via Pixel-Wise Depolarization.
IEEE Trans. Image Process., 2023

Physics-Guided Reflection Separation From a Pair of Unpolarized and Polarized Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

ChatGPT is a Potential Zero-Shot Dependency Parser.
CoRR, 2023

Type-aware Decoding via Explicitly Aggregating Event Information for Document-level Event Extraction.
CoRR, 2023

L-CAD: Language-based Colorization with Any-level Descriptions.
CoRR, 2023

L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Affective Image Filter: Reflecting Emotions from Text to Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Complementary Intrinsics from Neural Radiance Fields and CNNs for Outdoor Scene Relighting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

L-CoIns: Language-based Colorization With Instance Awareness.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Polarization-Aware Low-Light Image Enhancement.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
CorefDPR: A Joint Model for Coreference Resolution and Dropped Pronoun Recovery in Chinese Conversations.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Hybrid Face Reflectance, Illumination, and Shape From a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Explainable document-level event extraction via back-tracing to sentence-level event clues.
Knowl. Based Syst., 2022

Schema-Free Dependency Parsing via Sequence Generation.
CoRR, 2022

Event detection from text using path-aware graph convolutional network.
Appl. Intell., 2022

AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Tag-Based Post-Hoc Framework for Explainable Conversational Recommendation.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Dependency Parsing via Sequence Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

CT<sup>2</sup>: Colorization Transformer via Color Tokens.
Proceedings of the Computer Vision - ECCV 2022, 2022

Estimating Spatially-Varying Lighting in Urban Scenes with Disentangled Representation.
Proceedings of the Computer Vision - ECCV 2022, 2022

L-CoDer: Language-Based Colorization with Color-Object Decoupling Transformer.
Proceedings of the Computer Vision - ECCV 2022, 2022

UniCoRN: A Unified Conditional Image Repainting Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

L-CoDe: Language-Based Colorization Using Color-Object Decoupled Conditions.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Meta-Learned Specific Scenario Interest Network for User Preference Prediction.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Memetic Federated Learning for Biomedical Natural Language Processing.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Multi-Turn Target-Guided Topic Prediction with Monte Carlo Tree Search.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

Domain Adaptation for Medical Semantic Textual Similarity.
Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021

DeRenderNet: Intrinsic Image Decomposition of Urban Scenes with Shape-(In)dependent Shading Rendering.
Proceedings of the IEEE International Conference on Computational Photography, 2021

Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Spatially-Varying Outdoor Lighting Estimation From Intrinsics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Outline Extraction with Question-Specific Memory Cells.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

GATE: Graph-Attention Augmented Temporal Neural Network for Medication Recommendation.
IEEE Access, 2020

Weaken Grammatical Error Influence in Chinese Grammatical Error Correction.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Knowledge-based Context-aware Multi-turn Conversational Model with Hierarchical Attention.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Near-Infrared Image Guided Reflection Removal.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
MDKB-Bot: A Practical Framework for Multi-Domain Task-Oriented Dialogue System.
Data Intell., 2019

Chinese Grammatical Error Correction Based on Convolutional Sequence to Sequence Model.
IEEE Access, 2019

Towards Automated Emotional Conversation Generation with Implicit and Explicit Affective Strategy.
Proceedings of the 2019 International Symposium on Signal Processing Systems, 2019

Reflection Separation using a Pair of Unpolarized and Polarized Images.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Recovering dropped pronouns in Chinese conversations via modeling their referents.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

From Market to Dish: Multi-ingredient Image Recognition for Personalized Recipe Recommendation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Cyclone Intensity Estimate with Context-Aware Cyclegan.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Unsupervised Image Retrieval With Mask-Based Prominent Feature Accumulation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Dropped Pronoun Recovery in Chinese Conversations with Knowledge-Enriched Neural Network.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

A Prism Module for Semantic Disentanglement in Name Entity Recognition.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Capsules Based Chinese Word Segmentation for Ancient Chinese Medical Books.
IEEE Access, 2018

Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Word-Driven and Context-Aware Review Modeling for Recommendation.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Contextualized Character Representation for Chinese Grammatical Error Diagnosis.
Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications, 2018

2017
Product ranking using hierarchical aspect structures.
J. Intell. Inf. Syst., 2017

BUPT-PRIS System for TAC 2017 Event Nugget Detection, Event Argument Linking and ADR Tracks.
Proceedings of the 2017 Text Analysis Conference, 2017

Improved Compare-Aggregate Model for Chinese Document-Based Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Neural Domain Adaptation with Contextualized Character Embedding for Chinese Word Segmentation.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Aggregating Class Interactions for Hierarchical Attention Relation Extraction.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Chinese teaching material readability assessment with contextual information.
Proceedings of the 2017 International Conference on Asian Language Processing, 2017

Neural domain adaptation for Chinese word segmentation.
Proceedings of the 2017 International Conference on Asian Language Processing, 2017

A Compare-Aggregate Model with Dynamic-Clip Attention for Answer Selection.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

N-gram Model for Chinese Grammatical Error Diagnosis.
Proceedings of the 4th Workshop on Natural Language Processing Techniques for Educational Applications, 2017

Neural Regularized Domain Adaptation for Chinese Word Segmentation.
Proceedings of the 9th SIGHAN Workshop on Chinese Language Processing, 2017

2016
Towards Accurate Word Segmentation for Chinese Patents.
CoRR, 2016

2014
Effective Document-Level Features for Chinese Patent Word Segmentation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2012
Analyzing semantic orientation of terms using Affinity Propagation.
Proceedings of the 8th International Symposium on Chinese Spoken Language Processing, 2012

Aspect identification and sentiment analysis based on NLP.
Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012

In-depth blog retrieval based on improved pivoted normalization weighting coefficient.
Proceedings of the Fourth International Conference on Digital Image Processing, 2012

SSHLDA: A Semi-Supervised Hierarchical Topic Model.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011
Product comparison using comparative relations.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010
Faceted Blog Distillation System: Find an in-Depth Blog.
J. Digit. Content Technol. its Appl., 2010

Cross-Document Coreference Resolution Based on Automatic Text Summary.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010

PRIS at TREC 2010 Blog Track: Faceted Blog Distillaton.
Proceedings of The Nineteenth Text REtrieval Conference, 2010

PRIS at TAC2010 KBP Track.
Proceedings of the Third Text Analysis Conference, 2010

Weakly supervised relevance feedback based on an improved language model.
Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering, 2010

Exploiting Combined Multi-level Model for Document Sentiment Analysis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

PRIS at Chinese Language Processing.
Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

2009
PRIS at 2009 Relevance Feedback Track: Experiments in Language Model for Relevance Feedback.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

A Study of Faceted Blog Distillation--PRIS at TREC 2009 Blog Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

PRIS at TAC 2009: Experiments in KBP Track.
Proceedings of the Second Text Analysis Conference, 2009

2008
PRIS in TREC 2008 Blog Track.
Proceedings of The Seventeenth Text REtrieval Conference, 2008


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