NLPExplorer

Maosong Sun

Number of Papers:- 214

Number of Citations:- 461

First ACL Paper:- 1995

Latest ACL Paper:- 2024

Venues:-

CCL

NAACL

CoNLL

PACLIC

COLING

AMTA

EMNLP

Findings

ROCLING/IJCLCLP

LREC

TACL

ANLP

ACL

SIGHAN

*SEMEVAL

IJCNLP

AACL

Co-Authors:-

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Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ACL

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL

Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics F i n d i n g s - A C L

Zhu Liu | Cunliang Kong | Ying Liu | Maosong Sun |

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents ACL

CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models ACL

LEGENT: Open Platform for Embodied Agents ACL

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL

Model Composition for Multimodal Large Language Models ACL

UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ACL

DebugBench: Evaluating Debugging Capability of Large Language Models F i n d i n g s - A C L

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL

Yufei Huang | Xu Han | Maosong Sun |

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ACL

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization F i n d i n g s - A C L

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models F i n d i n g s - A C L

Experiential Co-Learning of Software-Developing Agents ACL

ChatDev: Communicative Agents for Software Development ACL

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL

∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL

Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models EMNLP

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP

Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding EMNLP

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication F i n d i n g s - E M N L P

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer ACL

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL

Continual Knowledge Distillation for Neural Machine Translation ACL

Yuanchi Zhang | Peng Li | Maosong Sun | Yang Liu |

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning F i n d i n g s - A C L

Sub-Character Tokenization for Chinese Pretrained Language Models TACL

Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training TACL

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP

Lingxi: A Diversity-aware Chinese Modern Poetry Generation System ACL

Xinran Zhang | Maosong Sun | Jiafeng Liu | Xiaobing Li |

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework F i n d i n g s - A C L

Recyclable Tuning for Continual Pre-training F i n d i n g s - A C L

Self-Knowledge Guided Retrieval Augmentation for Large Language Models F i n d i n g s - E M N L P

Yile Wang | Peng Li | Maosong Sun | Yang Liu |

Exploring the Impact of Model Scaling on Parameter-Efficient Tuning EMNLP

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules F i n d i n g s - E M N L P

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models F i n d i n g s - E M N L P

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP

Emergent Modularity in Pre-trained Transformers F i n d i n g s - A C L

Won’t Get Fooled Again: Answering Questions with False Premises ACL

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models ACL

Sparse Low-rank Adaptation of Pre-trained Language Models EMNLP

Decoder Tuning: Efficient Language Understanding as Decoding ACL

Plug-and-Play Document Modules for Pre-trained Models ACL

WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL

evision PDF of 'Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL

Weakly Supervised Vision-and-Language Pre-training with Relative Representations ACL

Chi Chen | Peng Li | Maosong Sun | Yang Liu |

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ACL

Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ACL Findings

Yining Ye | Fanchao Qi | Zhiyuan Liu | Maosong Sun |

OpenPrompt: An Open-source Framework for Prompt-learning ACL

QuoteR: A Benchmark of Quote Recommendation for Writing ACL

Packed Levitated Marker for Entity and Relation Extraction ACL

Deming Ye | Yankai Lin | Peng Li | Maosong Sun |

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification ACL

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset ACL Findings

BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL

TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference ACL

Changzai Pan | Maosong Sun | Ke Deng |

Prompt Tuning for Discriminative Pre-trained Language Models ACL Findings

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ACL Findings

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL Findings

ELLE: Efficient Lifelong Pre-training for Emerging Data ACL Findings

Fully Hyperbolic Neural Networks ACL

Knowledge Inheritance for Pre-trained Language Models NAACL

On Transferability of Prompt Tuning for Natural Language Processing NAACL

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL

Proceedings of the 21st Chinese National Conference on Computational Linguistics CCL

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation F i n d i n g s - E M N L P

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP

End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching EMNLP

Chi Chen | Peng Li | Maosong Sun | Yang Liu |

Exploring Mode Connectivity for Pre-trained Language Models EMNLP

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks EMNLP

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning F i n d i n g s - E M N L P

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP

A Template-based Method for Constrained Neural Machine Translation EMNLP

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP

FPT: Improving Prompt Tuning Efficiency via Progressive Training F i n d i n g s - E M N L P

BMCook: A Task-agnostic Compression Toolkit for Big Models EMNLP

TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference NAACL

Deming Ye | Yankai Lin | Yufei Huang | Maosong Sun |

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction NAACL

Open Hierarchical Relation Extraction NAACL

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP

Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP

On the Language Coverage Bias for Neural Machine Translation Findings

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger ACL IJCNLP

Proceedings of the 20th Chinese National Conference on Computational Linguistics CCL

Automatic Construction of Sememe Knowledge Bases via Dictionaries Findings

OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL IJCNLP

Mask-Align: Self-Supervised Neural Word Alignment ACL IJCNLP

Chi Chen | Maosong Sun | Yang Liu |

Knowledge Representation Learning with Contrastive Completion Coding EMNLP Findings

Alternated Training with Synthetic and Authentic Data for Neural Machine Translation Findings

Rui Jiao | Zonghan Yang | Maosong Sun | Yang Liu |

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL IJCNLP

Transfer Learning for Sequence Generation: from Single-source to Multi-source ACL IJCNLP

Xuancheng Huang | Jingfang Xu | Maosong Sun | Yang Liu |

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks EMNLP

基于BPE分词的中国古诗主题模型及主题可控的诗歌生成(Topic model and topic-controlled poetry generation of Chinese ancient poem based on BPE) CCL

Jiarui Zhang (张家瑞) | Wenhao Li (李文浩) | Maosong Sun (孙茂松) |

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Findings

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning Findings

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer EMNLP

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution ACL IJCNLP

Self-Supervised Quality Estimation for Machine Translation EMNLP

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion Findings

Fine-grained Fact Verification with Kernel Graph Attention Network ACL

Zhenghao Liu | Chenyan Xiong | Maosong Sun | Zhiyuan Liu |

Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL

Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence ACL

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction AACL

Proceedings of the 19th Chinese National Conference on Computational Linguistics CCL

Maosong Sun (孙茂松) | Sujian Li (李素建) | Yue Zhang (张岳) | Yang Liu (刘洋) |

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification COLING

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet COLING

Train No Evil: Selective Masking for Task-Guided Pre-Training EMNLP

Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP

Denoising Relation Extraction from Document-level Distant Supervision EMNLP

WantWords: An Open-source Online Reverse Dictionary System EMNLP

Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP Findings

IsOBS: An Information System for Oracle Bone Script EMNLP

Coreferential Reasoning Learning for Language Representation EMNLP

THUMT: An Open-Source Toolkit for Neural Machine Translation AMTA

Generating Major Types of Chinese Classical Poetry in a Uniformed Framework LREC

Jinyi Hu | Maosong Sun |

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data EMNLP

Improving Back-Translation with Uncertainty-based Confidence Estimation EMNLP

HMEAE: Hierarchical Modular Event Argument Extraction EMNLP

Learning to Copy for Automatic Post-Editing EMNLP

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction EMNLP

Adversarial Training for Weakly Supervised Event Detection NAACL

DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL

Graph Neural Networks with Generated Parameters for Relation Extraction ACL

ERNIE: Enhanced Language Representation with Informative Entities ACL

XQA: A Cross-lingual Open-domain Question Answering Dataset ACL

Jiahua Liu | Yankai Lin | Zhiyuan Liu | Maosong Sun |

Quantifying Similarity between Relations with Fact Distribution ACL

Modeling Semantic Compositionality with Sememe Knowledge ACL

Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL

Zonghan Yang | Yong Cheng | Yang Liu | Maosong Sun |

Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System ACL

Few-Shot Charge Prediction with Discriminative Legal Attributes COLING

Adversarial Multi-lingual Neural Relation Extraction COLING

Cross-lingual Lexical Sememe Prediction EMNLP

Improving the Transformer Translation Model with Document-Level Context EMNLP

Put It Back: Entity Typing with Language Model Enhancement EMNLP

A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension EMNLP

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention EMNLP

Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP

Xiaoyuan Yi | Maosong Sun | Ruoyu Li | Wenhao Li |

Legal Judgment Prediction via Topological Learning EMNLP

Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement EMNLP

Cheng Yang | Maosong Sun | Xiaoyuan Yi | Wenhao Li |

Language Modeling with Sparse Product of Sememe Experts EMNLP

FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP

OpenKE: An Open Toolkit for Knowledge Embedding EMNLP

Chinese Poetry Generation with a Salient-Clue Mechanism CoNLL

Xiaoyuan Yi | Ruoyu Li | Maosong Sun |

Denoising Distantly Supervised Open-Domain Question Answering ACL

Yankai Lin | Haozhe Ji | Zhiyuan Liu | Maosong Sun |

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL

Zhenghao Liu | Chenyan Xiong | Maosong Sun | Zhiyuan Liu |

Incorporating Chinese Characters of Words for Lexical Sememe Prediction ACL

Incorporating Relation Paths in Neural Relation Extraction EMNLP

Wenyuan Zeng | Yankai Lin | Zhiyuan Liu | Maosong Sun |

Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction EMNLP

Meng Zhang | Yang Liu | Huanbo Luan | Maosong Sun |

Neural Relation Extraction with Multi-lingual Attention ACL

Yankai Lin | Zhiyuan Liu | Maosong Sun |

Visualizing and Understanding Neural Machine Translation ACL

Yanzhuo Ding | Yang Liu | Huanbo Luan | Maosong Sun |

Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ACL

CANE: Context-Aware Network Embedding for Relation Modeling ACL

Cunchao Tu | Han Liu | Zhiyuan Liu | Maosong Sun |

Adversarial Training for Unsupervised Bilingual Lexicon Induction ACL

Meng Zhang | Yang Liu | Huanbo Luan | Maosong Sun |

Improved Word Representation Learning with Sememes ACL

Yilin Niu | Ruobing Xie | Zhiyuan Liu | Maosong Sun |

Domain-Specific New Words Detection in Chinese *SEMEVAL

Ao Chen | Maosong Sun |

Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization COLING

Neural Sentiment Classification with User and Product Attention EMNLP

Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora ACL

Minimum Risk Training for Neural Machine Translation ACL

Semi-Supervised Learning for Neural Machine Translation ACL

evision PDF of 'Neural Relation Extraction with Selective Attention over Instances ACL

Modeling Relation Paths for Representation Learning of Knowledge Bases EMNLP

Consistency-Aware Search for Word Alignment EMNLP

Shiqi Shen | Yang Liu | Maosong Sun | Huanbo Luan |

Online Learning of Interpretable Word Embeddings EMNLP

Hongyin Luo | Zhiyuan Liu | Huanbo Luan | Maosong Sun |

Generalized Agreement for Bidirectional Word Alignment EMNLP

Learning Cross-lingual Word Embeddings via Matrix Co-factorization ACL IJCNLP

Tianze Shi | Zhiyuan Liu | Yang Liu | Maosong Sun |

A Neural Reordering Model for Phrase-based Translation COLING

Query Lattice for Translation Retrieval COLING

A Unified Model for Word Sense Representation and Disambiguation EMNLP

Xinxiong Chen | Zhiyuan Liu | Maosong Sun |

Recursive Autoencoders for ITG-Based Translation EMNLP

Peng Li | Yang Liu | Maosong Sun |

Topical Word Trigger Model for Keyphrase Extraction COLING

Zhiyuan Liu | Chen Liang | Maosong Sun |

Random Walks on Context-Aware Relation Graphs for Ranking Social Tags COLING

Han Li | Zhiyuan Liu | Maosong Sun |

A Beam Search Algorithm for ITG Word Alignment COLING

Peng Li | Yang Liu | Maosong Sun |

Expert Finding for Microblog Misinformation Identification COLING

Chen Liang | Zhiyuan Liu | Maosong Sun |

Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion COLING

Zhiyuan Liu | Cunchao Tu | Maosong Sun |

THUTR: A Translation Retrieval System COLING

Chunyang Liu | Qi Liu | Yang Liu | Maosong Sun |

Word Segmentation on Chinese Mirco-Blog Data with a Linear-Time Incremental Model SIGHAN WS

Kaixu Zhang | Maosong Sun | Changle Zhou |

A Simple Word Trigger Method for Social Tag Suggestion EMNLP

Zhiyuan Liu | Xinxiong Chen | Maosong Sun |

Extract Chinese Unknown Words from a Large-scale Corpus Using Morphological and Distributional Evidences IJCNLP

Kaixu Zhang | Ruining Wang | Ping Xue | Maosong Sun |

Semi-Supervised SimHash for Efficient Document Similarity Search ACL

Qixia Jiang | Maosong Sun |

Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method ACL

Automatic Keyphrase Extraction by Bridging Vocabulary Gap CoNLL WS

Zhiyuan Liu | Xinxiong Chen | Yabin Zheng | Maosong Sun |

Explore the Structure of Social Tags by Subsumption Relations COLING

Xiance Si | Zhiyuan Liu | Maosong Sun |

Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm COLING

Peng Li | Maosong Sun | Ping Xue |

Automatic Keyphrase Extraction via Topic Decomposition EMNLP

Zhiyuan Liu | Wenyi Huang | Yabin Zheng | Maosong Sun |

Clustering to Find Exemplar Terms for Keyphrase Extraction EMNLP

Zhiyuan Liu | Peng Li | Yabin Zheng | Maosong Sun |

Punctuation as Implicit Annotations for Chinese Word Segmentation CL

Zhongguo Li | Maosong Sun |

Word Segmentation Standard in Chinese, Japanese and Korean WS

Incorporate Web Search Technology to Solve Out-of-Vocabulary Words in Chinese Word Segmentation PACLIC

Wei Qiao | Maosong Sun |

Scalable Term Selection for Text Categorization CoNLL EMNLP

Jingyang Li | Maosong Sun |

A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization ACL COLING

Jingyang Li | Maosong Sun | Xian Zhang |