2025
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information.
CoRR, February, 2025
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models.
CoRR, February, 2025
A Hybrid Mangrove Identification Method by Combining the Time-Frequency Threshold of the Mangrove Index With a Random Forest Binary Classifier.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation.
CoRR, 2024
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
TasTe: Teaching Large Language Models to Translate through Self-Reflection.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Teaching Large Language Models to Translate with Comparison.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Multi-modal graph contrastive encoding for neural machine translation.
Artif. Intell., October, 2023
Meta-learning based instance manipulation for implicit discourse relation recognition.
Knowl. Based Syst., 2023
TIM: Teaching Large Language Models to Translate with Comparison.
CoRR, 2023
Soft Language Clustering for Multilingual Model Pre-training.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Consistency Regularization Training for Compositional Generalization.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Attention Analysis and Calibration for Transformer in Natural Language Generation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization.
CoRR, 2022
Theory for the interaction of pure-quartic solitons.
Appl. Math. Lett., 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Task-guided Disentangled Tuning for Pretrained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Learning Confidence for Transformer-based Neural Machine Translation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Type-Driven Multi-Turn Corrections for Grammatical Error Correction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Domain Adaptive Meta-Learning for Dialogue State Tracking.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Tencent Translation System for the WMT21 News Translation Task.
Proceedings of the Sixth Conference on Machine Translation, 2021
Enhanced Few-Shot Learning with Multiple-Pattern-Exploiting Training.
Proceedings of the Natural Language Processing and Chinese Computing, 2021
Recurrent Attention for Neural Machine Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Attention Calibration for Transformer in Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Neural Simile Recognition with Cyclic Multitask Learning and Local Attention.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
POS Tag-enhanced Coarse-to-fine Attention for Neural Machine Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019
A Lexical Resource-Constrained Topic Model for Word Relatedness.
IEEE Access, 2019
Graph-based Neural Sentence Ordering.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Iterative Dual Domain Adaptation for Neural Machine Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
2018
A Hierarchy-to-Sequence Attentional Neural Machine Translation Model.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018