NLPExplorer

Jiajun Chen

Number of Papers:- 72

Number of Citations:- 62

First ACL Paper:- 2005

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

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P

PACLIC

COLING

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EMNLP

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Findings

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C

LREC

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TACL

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d

WS

ACL

EACL

SIGHAN

WMT

*SEMEVAL

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IJCNLP

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F

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Co-Authors:-

Alexandra Birch

Similar Authors:-

Yeou Jiunn Chen

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

Wenhao Zhu | Hongyi Liu | Qingxiu Dong | Jingjing Xu | Shujian Huang | Lingpeng Kong | Jiajun Chen | Lei Li |

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

Wenhao Zhu | Qianfeng Zhao | Yunzhe Lv | Shujian Huang | Siheng Zhao | Sizhe Liu | Jiajun Chen |

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

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

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

Xu Huang | Zhirui Zhang | Xiang Geng | Yichao Du | Jiajun Chen | Shujian Huang |

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

Peng Ding | Jun Kuang | Dan Ma | Xuezhi Cao | Yunsen Xian | Jiajun Chen | Shujian Huang |

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

Shuaijie She | Shujian Huang | Xingyun Wang | Yanke Zhou | Jiajun Chen |

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

Changjiang Gao | Hongda Hu | Peng Hu | Jiajun Chen | Jixing Li | Shujian Huang |

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

Wenhao Zhu | Shujian Huang | Fei Yuan | Shuaijie She | Jiajun Chen | Alexandra Birch |

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

Shuaijie She | Wei Zou | Shujian Huang | Wenhao Zhu | Xiang Liu | Xiang Geng | Jiajun Chen |

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

Peng Hu | Changjiang Gao | Ruiqi Gao | Jiajun Chen | Shujian Huang |

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

Jiahuan Li | Shujian Huang | Aarron Ching | Xinyu Dai | Jiajun Chen |

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

Wenhao Zhu | Sizhe Liu | Shujian Huang | Shuaijie She | Chris Wendler | Jiajun Chen |

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

Shimao Zhang | Changjiang Gao | Wenhao Zhu | Jiajun Chen | Xin Huang | Xue Han | Junlan Feng | Chao Deng | Shujian Huang |

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

Xiang Geng | Zhejian Lai | Yu Zhang | Shimin Tao | Hao Yang | Jiajun Chen | Shujian Huang |

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

Xiang Geng | Yu Zhang | Zhejian Lai | Shuaijie She | Wei Zou | Shimin Tao | Hao Yang | Jiajun Chen | Shujian Huang |

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

Wenhao Zhu | Shujian Huang | Yunzhe Lv | Xin Zheng | Jiajun Chen |

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

Xu Huang | Zhirui Zhang | Ruize Gao | Yichao Du | Lemao Liu | Guoping Huang | Shuming Shi | Jiajun Chen | Shujian Huang |

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

Yiming Yan | Tao Wang | Chengqi Zhao | Shujian Huang | Jiajun Chen | Mingxuan Wang |

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 |

Local Interpretation of Transformer Based on Linear Decomposition ACL

Sen Yang | Shujian Huang | Wei Zou | Jianbing Zhang | Xinyu Dai | Jiajun Chen |

INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL

Wenhao Zhu | Jingjing Xu | Shujian Huang | Lingpeng Kong | Jiajun Chen |

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

Yanling Xiao | Lemao Liu | Guoping Huang | Qu Cui | Shujian Huang | Shuming Shi | Jiajun Chen |

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

Yu Bao | Hao Zhou | Shujian Huang | Dongqi Wang | Lihua Qian | Xinyu Dai | Jiajun Chen | Lei Li |

Rethinking Document-level Neural Machine Translation ACL Findings

Zewei Sun | Mingxuan Wang | Hao Zhou | Chengqi Zhao | Shujian Huang | Jiajun Chen | Lei Li |

Analyzing the Intensity of Complaints on Social Media Findings NAACL

Ming Fang | Shi Zong | Jing Li | Xinyu Dai | Shujian Huang | Jiajun Chen |

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

Wenhao Zhu | Shujian Huang | Tong Pu | Pingxuan Huang | Xu Zhang | Jian Yu | Wei Chen | Yanfeng Wang | Jiajun Chen |

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

Yawen Ouyang | Zhen Wu | Xinyu Dai | Shujian Huang | Jiajun Chen |

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

Fei Zhao | Zhen Wu | Siyu Long | Xinyu Dai | Shujian Huang | Jiajun Chen |

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

Zheng Ma | Shi Zong | Mianzhi Pan | Jianbing Zhang | Shujian Huang | Xinyu Dai | Jiajun Chen |

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

Bin Wang | Jiangzhou Ju | Yang Fan | Xinyu Dai | Shujian Huang | Jiajun Chen |

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

Xiang Geng | Yu Zhang | Shujian Huang | Shimin Tao | Hao Yang | Jiajun Chen |

Non-Autoregressive Translation by Learning Target Categorical Codes NAACL

Yu Bao | Shujian Huang | Tong Xiao | Dongqi Wang | Xinyu Dai | Jiajun Chen |

Energy-based Unknown Intent Detection with Data Manipulation Findings

Yawen Ouyang | Jiasheng Ye | Yu Chen | Xinyu Dai | Shujian Huang | Jiajun Chen |

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

Jiahuan Li | Yutong Shen | Shujian Huang | Xinyu Dai | Jiajun Chen |

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

Ran Wang | Xi’ao Su | Siyu Long | Xinyu Dai | Shujian Huang | Jiajun Chen |

Adaptive Nearest Neighbor Machine Translation ACL IJCNLP

Xin Zheng | Zhirui Zhang | Junliang Guo | Shujian Huang | Boxing Chen | Weihua Luo | Jiajun Chen |

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

Xin Zheng | Zhirui Zhang | Shujian Huang | Boxing Chen | Jun Xie | Weihua Luo | Jiajun Chen |

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

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

Online Distilling from Checkpoints for Neural Machine Translation NAACL

Hao-Ran Wei | Shujian Huang | Ran Wang | Xin-yu Dai | Jiajun Chen |

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

Zhifang Fan | Zhen Wu | Xin-Yu Dai | Shujian Huang | Jiajun Chen |

Exploiting Noisy Data in Distant Supervision Relation Classification NAACL

Kaijia Yang | Liang He | Xin-yu Dai | Shujian Huang | Jiajun Chen |

Generating Sentences from Disentangled Syntactic and Semantic Spaces ACL

Yu Bao | Hao Zhou | Shujian Huang | Lei Li | Lili Mou | Olga Vechtomova | Xin-yu Dai | Jiajun Chen |

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

Peng Wu | Shujian Huang | Rongxiang Weng | Zaixiang Zheng | Jianbing Zhang | Xiaohui Yan | Jiajun Chen |

Dynamic Oracle for Neural Machine Translation in Decoding Phase LREC

Zi-Yi Dou | Hao Zhou | Shu-Jian Huang | Xin-Yu Dai | Jia-Jun Chen |

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

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

Modeling Past and Future for Neural Machine Translation TACL

Zaixiang Zheng | Hao Zhou | Shujian Huang | Lili Mou | Xinyu Dai | Jiajun Chen | Zhaopeng Tu |

Neural Machine Translation with Word Predictions EMNLP

Rongxiang Weng | Shujian Huang | Zaixiang Zheng | Xinyu Dai | Jiajun Chen |

Word-Context Character Embeddings for Chinese Word Segmentation EMNLP

Hao Zhou | Zhenting Yu | Yue Zhang | Shujian Huang | Xinyu Dai | Jiajun Chen |

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation CoNLL

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

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

Hao Zhou | Zhaopeng Tu | Shujian Huang | Xiaohua Liu | Hang Li | Jiajun Chen |

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing LREC

Hao Zhou | Yue Zhang | Shujian Huang | Xin-Yu Dai | Jiajun Chen |

PRIMT: A Pick-Revise Framework for Interactive Machine Translation NAACL

Shanbo Cheng | Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen |

A Search-Based Dynamic Reranking Model for Dependency Parsing ACL

Hao Zhou | Yue Zhang | Shujian Huang | Junsheng Zhou | Xin-Yu Dai | Jiajun Chen |

Non-linear Learning for Statistical Machine Translation ACL IJCNLP

Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen |

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing ACL IJCNLP

Hao Zhou | Yue Zhang | Shujian Huang | Jiajun Chen |

Enhancing Statistical Machine Translation with Character Alignment ACL

Ning Xi | Guangchao Tang | Xinyu Dai | Shujian Huang | Jiajun Chen |

MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012 *SEMEVAL

Yingjie Zhang | Bin Li | Xinyu Dai | Jiajun Chen |

NJU-Parser: Achievements on Semantic Dependency Parsing *SEMEVAL

Guangchao Tang | Bin Li | Shuaishuai Xu | Xinyu Dai | Jiajun Chen |

Web Based Collection and Comparison of Cognitive Properties in English and Chinese WS

Bin Li | Jiajun Chen | Yingjie Zhang |

Active Learning with Transfer Learning ACL WS

Chunyong Luo | Yangsheng Ji | Xinyu Dai | Jiajun Chen |

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

Ning Xi | Bin Li | Guangchao Tang | Shujian Huang | Yinggong Zhao | Hao Zhou | Xinyu Dai | Jiajun Chen |

Transductive Minimum Error Rate Training for Statistical Machine Translation IJCNLP

Yinggong Zhao | Shujie Liu | Yangsheng Ji | Jiajun Chen | Guodong Zhou |

Dealing with Spurious Ambiguity in Learning ITG-based Word Alignment ACL

Shujian Huang | Stephan Vogel | Jiajun Chen |

Language Model Weight Adaptation Based on Cross-entropy for Statistical Machine Translation PACLIC

Yinggong Zhao | Yangsheng Ji | Ning Xi | Shujian Huang | Jiajun Chen |

Improving Word Alignment by Semi-Supervised Ensemble CoNLL WS

Shujian Huang | Kangxi Li | Xinyu Dai | Jiajun Chen |

Chinese Named Entity Recognition with a Multi-Phase Model SIGHAN WS

Junsheng Zhou | Liang He | Xinyu Dai | Jiajun Chen |

A Hybrid Approach to Chinese Word Segmentation around CRFs IJCNLP SIGHAN

Jun-sheng Zhou | Xin-yu Dai | Rui-yu Ni | Jia-jun Chen |

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