NLPExplorer

Qi Zhang

Number of Papers:- 171

Number of Citations:- 111

First ACL Paper:- 2005

Latest ACL Paper:- 2024

Venues:-

IWPT

NAACL

PACLIC

COLING

EMNLP

Findings

HLT

SemEval

NLP4IF

SocialNLP

TACL

ACL

EACL

SIGHAN

IJCNLP

Co-Authors:-

Similar Authors:-

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models F i n d i n g s - N A A C L

HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL

Length Generalization of Causal Transformers without Position Encoding F i n d i n g s - A C L

StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL

Navigating the OverKill in Large Language Models ACL

Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL

P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization F i n d i n g s - A C L

Unveiling Linguistic Regions in Large Language Models ACL

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL

RECOST: External Knowledge Guided Data-efficient Instruction Tuning F i n d i n g s - A C L

Qi Zhang | Yiming Zhang | Haobo Wang | Junbo Zhao |

Se2: Sequential Example Selection for In-Context Learning F i n d i n g s - A C L

Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL

Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure SIGHAN WS

ResLoRA: Identity Residual Mapping in Low-Rank Adaption F i n d i n g s - A C L

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL

Uncertainty Aware Learning for Language Model Alignment ACL

Making Harmful Behaviors Unlearnable for Large Language Models F i n d i n g s - A C L

CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments F i n d i n g s - A C L

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP

LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP

SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP

Efficient Sequential Decision Making with Large Language Models EMNLP

Dingyang Chen | Qi Zhang | Yinglun Zhu |

PDF-to-Tree: Parsing PDF Text Blocks into a Tree F i n d i n g s - E M N L P

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation F i n d i n g s - E M N L P

LongHeads: Multi-Head Attention is Secretly a Long Context Processor F i n d i n g s - E M N L P

Reward Modeling Requires Automatic Adjustment Based on Data Quality F i n d i n g s - E M N L P

Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP

Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data F i n d i n g s - E M N L P

Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP

RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities EMNLP

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP

ECNU_MIV at SemEval-2023 Task 1: CTIM - Contrastive Text-Image Model for Multilingual Visual Word Sense Disambiguation SemEval

Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement F i n d i n g s - E M N L P

Detecting Adversarial Samples through Sharpness of Loss Landscape F i n d i n g s - A C L

Temporal Tides of Emotional Resonance: A Novel Approach to Identify Mental Health on Social Media SocialNLP WS

TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations F i n d i n g s - A C L

TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference F i n d i n g s - E M N L P

On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection F i n d i n g s - A C L

Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts EMNLP

Qi Zhang | Hassan Sajjad |

Pre-training Language Model as a Multi-perspective Course Learner F i n d i n g s - A C L

Causal Intervention for Abstractive Related Work Generation F i n d i n g s - E M N L P

CASN:Class-Aware Score Network for Textual Adversarial Detection ACL

RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL

Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference F i n d i n g s - E M N L P

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization F i n d i n g s - E M N L P

Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction EMNLP

Unleashing the Power of Language Models in Text-Attributed Graph F i n d i n g s - E M N L P

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL

Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP

Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information F i n d i n g s - E M N L P

Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization F i n d i n g s - A C L

To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion 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

Auto Search Indexer for End-to-End Document Retrieval F i n d i n g s - E M N L P

Actively Supervised Clustering for Open Relation Extraction ACL

Orthogonal Subspace Learning for Language Model Continual Learning F i n d i n g s - E M N L P

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP

Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation EMNLP

RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms F i n d i n g s - E M N L P

Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners F i n d i n g s - A C L

Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP

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

Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining EMNLP

Coarse-to-fine Few-shot Learning for Named Entity Recognition F i n d i n g s - A C L

Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback F i n d i n g s - E M N L P

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

Movie101: A New Movie Understanding Benchmark ACL

DMDD: A Large-Scale Dataset for Dataset Mentions Detection TACL

One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling F i n d i n g s - E M N L P

Characterizing the Impacts of Instances on Robustness F i n d i n g s - A C L

Connectivity Patterns are Task Embeddings F i n d i n g s - A C L

Towards Understanding Omission in Dialogue Summarization ACL

Towards Better Entity Linking with Multi-View Enhanced Distillation ACL

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL

Open Set Relation Extraction via Unknown-Aware Training ACL

UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL

Xinyi Mou | Zhongyu Wei | Qi Zhang | Xuanjing Huang |

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL

Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ACL Findings

Robust Lottery Tickets for Pre-trained Language Models ACL

CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL

Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning ACL

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

Template-free Prompt Tuning for Few-shot NER NAACL

Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING

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

Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER COLING

LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases COLING

A Structure-Aware Argument Encoder for Literature Discourse Analysis COLING

PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack COLING

Causal Intervention Improves Implicit Sentiment Analysis COLING

Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING

A Progressive Framework for Role-Aware Rumor Resolution COLING

Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING

RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction EMNLP

MovieUN: A Dataset for Movie Understanding and Narrating F i n d i n g s - E M N L P

ProofInfer: Generating Proof via Iterative Hierarchical Inference EMNLP

Snapshot-Guided Domain Adaptation for ELECTRA F i n d i n g s - E M N L P

PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP

Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP

SongYang Gao | Shihan Dou | Qi Zhang | Xuanjing Huang |

Efficient Adversarial Training with Robust Early-Bird Tickets EMNLP

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP

TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP

Discrete Argument Representation Learning for Interactive Argument Pair Identification NAACL

An Empirical Assessment of the Qualitative Aspects of Misinformation in Health News NAACL NLP4IF

Chaoyuan Zuo | Qi Zhang | Ritwik Banerjee |

Larger-Context Tagging: When and Why Does It Work? NAACL

Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP

Heterogeneous Graph Neural Networks for Keyphrase Generation EMNLP

Jiacheng Ye | Ruijian Cai | Tao Gui | Qi Zhang |

Math Word Problem Solving with Explicit Numerical Values ACL IJCNLP

Qinzhuo Wu | Qi Zhang | Zhongyu Wei | Xuanjing Huang |

One2Set: Generating Diverse Keyphrases as a Set ACL IJCNLP

An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving EMNLP Findings

Qinzhuo Wu | Qi Zhang | Zhongyu Wei |

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL IJCNLP

SENT: Sentence-level Distant Relation Extraction via Negative Training ACL IJCNLP

Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training EMNLP

Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution EMNLP

Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP Findings

A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP

Jun Zhao | Tao Gui | Qi Zhang | Yaqian Zhou |

Leveraging Argumentation Knowledge Graph for Interactive Argument Pair Identification Findings

MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation ACL IJCNLP SemEval

Jinquan Sun | Qi Zhang | Yu Wang | Lei Zhang |

A Partition Filter Network for Joint Entity and Relation Extraction EMNLP

Iterative GNN-based Decoder for Question Generation EMNLP

Zichu Fei | Qi Zhang | Yaqian Zhou |

Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems EMNLP

Yicheng Zou | Zhihua Liu | Xingwu Hu | Qi Zhang |

Simplify the Usage of Lexicon in Chinese NER ACL

Modeling Evolution of Message Interaction for Rumor Resolution COLING

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication COLING

Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis COLING

Minlong Peng | Qi Zhang |

PathQG: Neural Question Generation from Facts EMNLP

Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP Findings

RethinkCWS: Is Chinese Word Segmentation a Solved Task? EMNLP

Jinlan Fu | Pengfei Liu | Qi Zhang | Xuanjing Huang |

Uncertainty-Aware Label Refinement for Sequence Labeling EMNLP

A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving EMNLP

Qinzhuo Wu | Qi Zhang | Jinlan Fu | Xuanjing Huang |

Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis EMNLP

A Lexicon-Based Graph Neural Network for Chinese NER EMNLP

Asynchronous Deep Interaction Network for Natural Language Inference EMNLP

Di Liang | Fubao Zhang | Qi Zhang | Xuanjing Huang |

A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP WS

Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL

Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning ACL

A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis COLING

Yicheng Zou | Tao Gui | Qi Zhang | Xuanjing Huang |

Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model COLING

Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP

Cross-Domain Sentiment Classification with Target Domain Specific Information ACL

Minlong Peng | Qi Zhang | Yu-gang Jiang | Xuanjing Huang |

Part-of-Speech Tagging for Twitter with Adversarial Neural Networks EMNLP

Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL

Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING

Haoran Huang | Qi Zhang | Yeyun Gong | Xuanjing Huang |

Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary EMNLP

Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter EMNLP

Qi Zhang | Yang Wang | Yeyun Gong | Xuanjing Huang |

Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network ACL

Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags EMNLP

Yeyun Gong | Qi Zhang | Xuanjing Huang |

Writing to Read: the Case of Chinese PACLIC

Qi Zhang | Ronan Reilly |

Time-aware Personalized Hashtag Recommendation on Social Media COLING

Qi Zhang | Yeyun Gong | Xuyang Sun | Xuanjing Huang |

A Generative Model for Identifying Target Companies of Microblogs COLING

Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic EMNLP

Detecting Spammers in Community Question Answering IJCNLP

Chinese Named Entity Abbreviation Generation Using First-Order Logic IJCNLP

Huan Chen | Qi Zhang | Jin Qian | Xuanjing Huang |

Understanding the Semantic Intent of Natural Language Query IJCNLP

Juan Xu | Qi Zhang | Xuanjing Huang |

FudanNLP: A Toolkit for Chinese Natural Language Processing ACL

Xipeng Qiu | Qi Zhang | Xuanjing Huang |

Automatic Hashtag Recommendation for Microblogs using Topic-Specific Translation Model COLING

Zhuoye Ding | Qi Zhang | Xuanjing Huang |

Structural Opinion Mining for Graph-based Sentiment Representation EMNLP

Yuanbin Wu | Qi Zhang | Xuanjing Huang | Lide Wu |

Keyphrase Extraction from Online News Using Binary Integer Programming IJCNLP

Zhuoye Ding | Qi Zhang | Xuanjing Huang |

Efficient Near-Duplicate Detection for Q&A Forum IJCNLP

Yan Wu | Qi Zhang | Xuanjing Huang |

2D Trie for Fast Parsing COLING

Xian Qian | Qi Zhang | Xuanjing Huang | Lide Wu |

Joint Training and Decoding Using Virtual Nodes for Cascaded Segmentation and Tagging Tasks EMNLP

Phrase Dependency Parsing for Opinion Mining EMNLP

Yuanbin Wu | Qi Zhang | Xuanjing Huang | Lide Wu |

A Progressive Feature Selection Algorithm for Ultra Large Feature Spaces ACL COLING

Qi Zhang | Fuliang Weng | Zhe Feng |

A Flexible Conversational Dialog System for MP3 Player EMNLP HLT

Exploring Features for Identifying Edited Regions in Disfluent Sentences IWPT WS

Qi Zhang | Fuliang Weng |