NLPExplorer

Shujian Huang

Number of Papers:- 83

Number of Citations:- 56

First ACL Paper:- 2010

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

PACLIC

COLING

EMNLP

Findings

LREC

TACL

ACL

EACL

SIGHAN

WMT

LT4HALA

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis F i n d i n g s - N A A C L

kNN-BOX: A Unified Framework for Nearest Neighbor Generation EACL

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions TACL

Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation F i n d i n g s - A C L

MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation NAACL

Jiahuan Li | Shanbo Cheng | Shujian Huang | Jiajun Chen |

A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily NAACL

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations F i n d i n g s - A C L

Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ACL

Changjiang Gao | Jixing Li | Jiajun Chen | Shujian Huang |

Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models NAACL

Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL

Question Translation Training for Better Multilingual Reasoning F i n d i n g s - A C L

MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP

Jiahuan Li | Yiqing Cao | Shujian Huang | Jiajun Chen |

Large Language Models are Limited in Out-of-Context Knowledge Reasoning F i n d i n g s - E M N L P

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP

Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping F i n d i n g s - E M N L P

Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP

Unify Word-level and Span-level Tasks: NJUNLP’s Participation for the WMT2023 Quality Estimation Shared Task WMT

Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search EMNLP

What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation F i n d i n g s - A C L

IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems EMNLP

BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training ACL

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain EMNLP

Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention F i n d i n g s - E M N L P

Changjiang Gao | Shujian Huang | Jixing Li | Jiajun Chen |

Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation IJCNLP AACL

Local Interpretation of Transformer Based on Linear Decomposition ACL

INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL

BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation ACL

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL

Rethinking Document-level Neural Machine Translation ACL Findings

Analyzing the Intensity of Complaints on Social Media Findings NAACL

Data Augmentation for Low-resource Word Segmentation and POS Tagging of Ancient Chinese Texts LREC LT4HALA

FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation LREC

Alleviating the Inequality of Attention Heads for Neural Machine Translation COLING

Zewei Sun | Shujian Huang | Xinyu Dai | Jiajun Chen |

Towards Multi-label Unknown Intent Detection COLING

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification COLING

Probing Cross-modal Semantics Alignment Capability from the Textual Perspective F i n d i n g s - E M N L P

Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP

Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators EMNLP

Xinyou Wang | Zaixiang Zheng | Shujian Huang |

NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task WMT

CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task WMT

Non-Autoregressive Translation by Learning Target Categorical Codes NAACL

Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP

Energy-based Unknown Intent Detection with Data Manipulation Findings

HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task EMNLP WMT

When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL IJCNLP

Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP

Adaptive Nearest Neighbor Machine Translation ACL IJCNLP

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP Findings

Dialogue State Tracking with Explicit Slot Connection Modeling ACL

RPD: A Distance Function Between Word Embeddings ACL

Xuhui Zhou | Shujian Huang | Zaixiang Zheng |

A Reinforced Generation of Adversarial Examples for Neural Machine Translation ACL

Explicit Semantic Decomposition for Definition Generation ACL

A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING

NJU’s submission to the WMT20 QE Shared Task EMNLP WMT

Qu Cui | Xiang Geng | Shujian Huang | Jiajun Chen |

Dynamic Past and Future for Neural Machine Translation EMNLP

Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP

Huiyun Yang | Shujian Huang | XIN-YU DAI | Jiajun CHEN |

Online Distilling from Checkpoints for Neural Machine Translation NAACL

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling NAACL

Exploiting Noisy Data in Distant Supervision Relation Classification NAACL

Generating Sentences from Disentangled Syntactic and Semantic Spaces ACL

Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering ACL

Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP

Zi-Yi Dou | Zhi-Hao Zhou | Shujian Huang |

Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention NAACL

Modeling Past and Future for Neural Machine Translation TACL

Neural Machine Translation with Word Predictions EMNLP

Word-Context Character Embeddings for Chinese Word Segmentation EMNLP

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation CoNLL

Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder ACL

Huadong Chen | Shujian Huang | David Chiang | Jiajun Chen |

Chunk-Based Bi-Scale Decoder for Neural Machine Translation ACL

Findings of the 2017 Conference on Machine Translation (WMT17) WMT WS

Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches SIGHAN WS