We stand with Ukraine

We stand with Ukraine

Xiaocheng Feng

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024

Pretraining without wordpieces: learning over a vocabulary of millions of words.

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Int. J. Mach. Learn. Cybern., September, 2024

Adapter-Based Selective Knowledge Distillation for Federated Multi-Domain Meeting Summarization.

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IEEE ACM Trans. Audio Speech Lang. Process., 2024

Rethinking Entity-level Unlearning for Large Language Models.

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CoRR, 2024

Relay Decoding: Concatenating Large Language Models for Machine Translation.

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CoRR, 2024

Enabling Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration.

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CoRR, 2024

Retrieval-Generation Synergy Augmented Large Language Models.

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Proceedings of the IEEE International Conference on Acoustics, 2024

SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills.

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Proceedings of the IEEE International Conference on Acoustics, 2024

Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization.

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Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Extending Context Window of Large Language Models from a Distributional Perspective.

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Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Aligning Translation-Specific Understanding to General Understanding in Large Language Models.

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Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Advancing Large Language Model Attribution through Self-Improving.

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Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation.

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Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models.

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Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation.

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Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Learning Fine-Grained Grounded Citations for Attributed Large Language Models.

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Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Length Extrapolation of Transformers: A Survey from the Perspective of Position Encoding.

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CoRR, 2023

Emage: Non-Autoregressive Text-to-Image Generation.

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CoRR, 2023

Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications.

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CoRR, 2023

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

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CoRR, 2023

The Role of Summarization in Generative Agents: A Preliminary Perspective.

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CoRR, 2023

Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning.

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CoRR, 2023

Dialogue Context Modelling for Action Item Detection: Solution for ICASSP 2023 Mug Challenge Track 5.

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Proceedings of the IEEE International Conference on Acoustics, 2023

Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Hierarchical Catalogue Generation for Literature Review: A Benchmark.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Towards Higher Pareto Frontier in Multilingual Machine Translation.

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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Controllable Text Generation via Probability Density Estimation in the Latent Space.

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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Improved Visual Story Generation with Adaptive Context Modeling.

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Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training.

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Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning to refine source representations for neural machine translation.

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Int. J. Mach. Learn. Cybern., 2022

Controllable Text Generation via Probability Density Estimation in the Latent Space.

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CoRR, 2022

OmniKnight: Multilingual Neural Machine Translation with Language-Specific Self-Distillation.

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CoRR, 2022

A Survey on Dialogue Summarization: Recent Advances and New Frontiers.

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Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Unifying the Convergences in Multilingual Neural Machine Translation.

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Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Distributional Lens for Multi-Aspect Controllable Text Generation.

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Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving Controllable Text Generation with Position-Aware Weighted Decoding.

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Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization.

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Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021

Learning number reasoning for numerical table-to-text generation.

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Int. J. Mach. Learn. Cybern., 2021

The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey.

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Xiao-Cheng Feng

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CoRR, 2021

Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization.

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Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Learning to Rewrite for Non-Autoregressive Neural Machine Translation.

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Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks.

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Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization.

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

2020

Joint Learning of Question Answering and Question Generation.

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IEEE Trans. Knowl. Data Eng., 2020

Enhanced Neural Machine Translation by Joint Decoding with Word and POS-tagging Sequences.

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Mob. Networks Appl., 2020

Dialogue Discourse-Aware Graph Convolutional Networks for Abstractive Meeting Summarization.

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CoRR, 2020

Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks.

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CoRR, 2020

Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching.

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Proceedings of the 28th International Conference on Computational Linguistics, 2020

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning.

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Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation.

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Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Knowledge-Aware Conversational Semantic Parsing over Web Tables.

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Proceedings of the Natural Language Processing and Chinese Computing, 2019

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time).

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Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Enhancing Neural Data-To-Text Generation Models with External Background Knowledge.

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Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Table-to-Text Generation via Row-Aware Hierarchical Encoder.

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Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

2018

Knowledge-Aware Conversational Semantic Parsing Over Web Tables.

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CoRR, 2018

Knowledge Based Machine Reading Comprehension.

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CoRR, 2018

A language-independent neural network for event detection.

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Sci. China Inf. Sci., 2018

Topic-to-Essay Generation with Neural Networks.

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Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer.

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Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adaptive Multi-pass Decoder for Neural Machine Translation.

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Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Semantic Parsing with Syntax- and Table-Aware SQL Generation.

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Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Effective Deep Memory Networks for Distant Supervised Relation Extraction.

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Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Bitext Name Tagging for Cross-lingual Entity Annotation Projection.

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Proceedings of the COLING 2016, 2016

Effective LSTMs for Target-Dependent Sentiment Classification.

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Proceedings of the COLING 2016, 2016

English-Chinese Knowledge Base Translation with Neural Network.

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Proceedings of the COLING 2016, 2016

Liberal Event Extraction and Event Schema Induction.

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Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Language-Independent Neural Network for Event Detection.

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Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Target-Dependent Sentiment Classification with Long Short Term Memory.

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CoRR, 2015

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