NLPExplorer

Jie Zhou

Number of Papers:- 195

Number of Citations:- 88

First ACL Paper:- 2013

Latest ACL Paper:- 2024

Venues:-

CCL

NAACL

COLING

EMNLP

Findings

SemEval

LREC

TACL

ACL

EACL

WMT

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

On Large Language Models’ Hallucination with Regard to Known Facts NAACL

TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL

Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL

Liyan Xu | Jiangnan Li | Mo Yu | Jie Zhou |

Outdated Issue Aware Decoding for Factual Knowledge Editing F i n d i n g s - A C L

Plot Retrieval as an Assessment of Abstract Semantic Association ACL

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

Instruction Position Matters in Sequence Generation with Large Language Models F i n d i n g s - A C L

Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL

Chenze Shao | Fandong Meng | Jiali Zeng | Jie Zhou |

BranchNorm: Robustly Scaling Extremely Deep Transformers F i n d i n g s - A C L

Yijin Liu | Xianfeng Zeng | Fandong Meng | Jie Zhou |

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation F i n d i n g s - A C L

CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ACL

Yong Hu | Fandong Meng | Jie Zhou |

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation F i n d i n g s - A C L

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL

Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL

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

Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL

Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding F i n d i n g s - A C L

Jiali Zeng | Fandong Meng | Yongjing Yin | Jie Zhou |

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL

Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation F i n d i n g s - A C L

Xianfeng Zeng | Yijin Liu | Fandong Meng | Jie Zhou |

Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever F i n d i n g s - A C L

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective F i n d i n g s - A C L

Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP

Enhancing Byzantine-Resistant Aggregations with Client Embedding F i n d i n g s - E M N L P

Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy F i n d i n g s - E M N L P

Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion TACL

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP

On the token distance modeling ability of higher RoPE attention dimension F i n d i n g s - E M N L P

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

DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models F i n d i n g s - E M N L P

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis F i n d i n g s - E M N L P

C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP

Enhancing Dialogue Generation with Conversational Concept Flows F i n d i n g s - E A C L

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL

Understanding Translationese in Cross-Lingual Summarization F i n d i n g s - E M N L P

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

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training F i n d i n g s - A C L

U-CORE: A Unified Deep Cluster-wise Contrastive Framework for Open Relation Extraction TACL

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

Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP

Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information F i n d i n g s - E M N L P

evision PDF of 'Consistency Regularization Training for Compositional Generalization ACL

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition F i n d i n g s - A C L

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP

Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension F i n d i n g s - A C L

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

Multi-Source Probing for Open-Domain Conversational Understanding EMNLP

Yuanxi Li | Hao Zhou | Jie Zhou | Minlie Huang |

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement F i n d i n g s - A C L

Zhen Yang | Fandong Meng | Yuanmeng Yan | Jie Zhou |

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization F i n d i n g s - E M N L P

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification F i n d i n g s - E M N L P

Soft Language Clustering for Multilingual Model Pre-training ACL

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

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model F i n d i n g s - A C L

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias F i n d i n g s - A C L

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP

Personality Understanding of Fictional Characters during Book Reading 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

Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL

A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL

Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL

Unsupervised Dependency Graph Network ACL

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL Findings

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

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL

Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL Findings

Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL Findings

Scheduled Multi-task Learning for Neural Chat Translation ACL

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL

Yulin Xu | Zhen Yang | Fandong Meng | Jie Zhou |

Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ACL

Kunyuan Pang | Haoyu Zhang | Jie Zhou | Ting Wang |

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

MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL

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

RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL

Fully Hyperbolic Neural Networks ACL

Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL

ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis NAACL SemEval

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL

Knowledge Inheritance for Pre-trained Language Models NAACL

Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL

On Transferability of Prompt Tuning for Natural Language Processing NAACL

A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING

TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING

An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING

Shaobin Chen | Jie Zhou | Yuling Sun | Liang He |

Causal Intervention Improves Implicit Sentiment Analysis COLING

RSGT: Relational Structure Guided Temporal Relation Extraction COLING

Categorizing Semantic Representations for Neural Machine Translation COLING

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

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING

WeTS: A Benchmark for Translation Suggestion EMNLP

Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP

Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA F i n d i n g s - E M N L P

ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization EMNLP

Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning F i n d i n g s - E M N L P

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP

Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection F i n d i n g s - E M N L P

Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP

Jiao Ou | Jinchao Zhang | Yang Feng | Jie Zhou |

Exploring Mode Connectivity for Pre-trained Language Models EMNLP

Towards Robust k-Nearest-Neighbor Machine Translation EMNLP

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models F i n d i n g s - E M N L P

AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning F i n d i n g s - E M N L P

Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space EMNLP

Jianhao Yan | Chenming Wu | Fandong Meng | Jie Zhou |

Findings of the WMT 2022 Shared Task on Translation Suggestion WMT

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

Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task WMT

Ernan Li | Fandong Meng | Jie Zhou |

BJTU-WeChat’s Systems for the WMT22 Chat Translation Task WMT

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP

A Survey on Cross-Lingual Summarization TACL

Is “hot pizza” Positive or Negative? Mining Target-aware Sentiment Lexicons EACL

Jie Zhou | Yuanbin Wu | Changzhi Sun | Liang He |

Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition NAACL

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

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances ACL IJCNLP

Toward Fully Exploiting Heterogeneous Corpus:A Decoupled Named Entity Recognition Model with Two-stage Training Findings

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL IJCNLP

An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP Findings

CLEVE: Contrastive Pre-training for Event Extraction ACL IJCNLP

Rethinking Stealthiness of Backdoor Attack against NLP Models ACL IJCNLP

Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models EMNLP

GTM: A Generative Triple-wise Model for Conversational Question Generation ACL IJCNLP

Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks EMNLP

Yao Qiu | Jinchao Zhang | Jie Zhou |

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP

Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation EMNLP Findings

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

Unsupervised Knowledge Selection for Dialogue Generation Findings

Sequence-Level Training for Non-Autoregressive Neural Machine Translation CL

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ACL IJCNLP

Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP Findings

Mingliang Zhang | Fandong Meng | Yunhai Tong | Jie Zhou |

Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification EMNLP

Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System Findings

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog Findings

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP

Prevent the Language Model from being Overconfident in Neural Machine Translation ACL IJCNLP

Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP Findings

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP Findings

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

WeChat Neural Machine Translation Systems for WMT21 EMNLP WMT

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency Findings

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation Findings

Selective Knowledge Distillation for Neural Machine Translation ACL IJCNLP

Fusheng Wang | Jianhao Yan | Fandong Meng | Jie Zhou |

Scheduled Sampling Based on Decoding Steps for Neural Machine Translation EMNLP

Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder Findings

Yao Qiu | Jinchao Zhang | Jie Zhou |

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL IJCNLP

Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL IJCNLP

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

Confidence-Aware Scheduled Sampling for Neural Machine Translation Findings

欺骗类动词的句法语义研究(On the Syntax and Semantics of Verbs of Cheating) CCL

Shan Wang (王珊) | Jie Zhou (周洁) |

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition Findings

Attending via both Fine-tuning and Compressing Findings

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL

Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL

Hierarchy-Aware Global Model for Hierarchical Text Classification ACL

A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL

Unsupervised Paraphrasing by Simulated Annealing ACL

Diversifying Dialogue Generation with Non-Conversational Text ACL

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation ACL

Qiu Ran | Yankai Lin | Peng Li | Jie Zhou |

Neural Gibbs Sampling for Joint Event Argument Extraction AACL

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

ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation COLING SemEval