NLPExplorer

Xipeng Qiu

Number of Papers:- 136

Number of Citations:- 169

First ACL Paper:- 2009

Latest ACL Paper:- 2024

Venues:-

CCL

NAACL

CoNLL

COLING

EMNLP

Findings

TACL

ACL

SIGHAN

WebNLG

IJCNLP

INLG

Co-Authors:-

Similar Authors:-

Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ACL

GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation F i n d i n g s - A C L

Yi Zong | Xipeng Qiu |

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation F i n d i n g s - A C L

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL

F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL

Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL

LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation F i n d i n g s - A C L

Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL

Balanced Data Sampling for Language Model Training with Clustering F i n d i n g s - A C L

Flames: Benchmarking Value Alignment of LLMs in Chinese NAACL

AdaLomo: Low-memory Optimization with Adaptive Learning Rate F i n d i n g s - A C L

Identifying Semantic Induction Heads to Understand In-Context Learning F i n d i n g s - A C L

L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL

InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP

Unified Active Retrieval for Retrieval Augmented Generation F i n d i n g s - E M N L P

LongWanjuan: Towards Systematic Measurement for Long Text Quality F i n d i n g s - E M N L P

Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP

Xiangyang Liu | Junliang He | Xipeng Qiu |

Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk EMNLP

Scaling Laws for Fact Memorization of Large Language Models F i n d i n g s - E M N L P

Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP

Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation F i n d i n g s - E M N L P

R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL F i n d i n g s - E M N L P

Calibrating the Confidence of Large Language Models by Eliciting Fidelity EMNLP

Explicit Memory Learning with Expectation Maximization EMNLP

evision PDF of 'Character-LLM: A Trainable Agent for Role-Playing EMNLP

Yunfan Shao | Linyang Li | Junqi Dai | Xipeng Qiu |

Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System F i n d i n g s - A C L

evision PDF of 'SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP

CoLLiE: Collaborative Training of Large Language Models in an Efficient Way EMNLP

Improving Contrastive Learning of Sentence Embeddings from AI Feedback F i n d i n g s - A C L

Text Adversarial Purification as Defense against Adversarial Attacks ACL

Linyang Li | Demin Song | Xipeng Qiu |

Watermarking LLMs with Weight Quantization F i n d i n g s - E M N L P

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication EMNLP

DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models ACL

Towards Open Environment Intent Prediction F i n d i n g s - A C L

Yunhua Zhou | Jiawei Hong | Xipeng Qiu |

SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities F i n d i n g s - E M N L P

Unified Demonstration Retriever for In-Context Learning ACL

Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next? F i n d i n g s - A C L

Xiaotian Zhang | Yanjun Zheng | Hang Yan | Xipeng Qiu |

MoT: Memory-of-Thought Enables ChatGPT to Self-Improve EMNLP

Xiaonan Li | Xipeng Qiu |

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP

UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction ACL

A Probabilistic Framework for Discovering New Intents ACL

Yunhua Zhou | Guofeng Quan | Xipeng Qiu |

Finding Support Examples for In-Context Learning F i n d i n g s - E M N L P

Xiaonan Li | Xipeng Qiu |

Do Large Language Models Know What They Don’t Know? F i n d i n g s - A C L

Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations ACL

PerturbScore: Connecting Discrete and Continuous Perturbations in NLP F i n d i n g s - E M N L P

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL

Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL

Yunhua Zhou | Jianqiang Yang | Pengyu Wang | Xipeng Qiu |

Dual Cache for Long Document Neural Coreference Resolution ACL

An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition ACL

Hang Yan | Yu Sun | Xiaonan Li | Xipeng Qiu |

CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL

Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL

“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ACL Findings

KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL

Yunhua Zhou | Peiju Liu | Xipeng Qiu |

A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL Findings

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL

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

CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization COLING

Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING

Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING

Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts F i n d i n g s - E M N L P

Xiangyang Liu | Tianxiang Sun | Xuanjing Huang | Xipeng Qiu |

BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP

DORE: Document Ordered Relation Extraction based on Generative Framework F i n d i n g s - E M N L P

Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator F i n d i n g s - E M N L P

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts EMNLP

Samhaa R. El-Beltagy | Xipeng Qiu |

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP

BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP

Tianxiang Sun | Junliang He | Xipeng Qiu | Xuanjing Huang |

Dialogue Meaning Representation for Task-Oriented Dialogue Systems F i n d i n g s - E M N L P

Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation F i n d i n g s - E M N L P

CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL

Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL

Pre-training with Meta Learning for Chinese Word Segmentation NAACL

A Unified Generative Framework for Various NER Subtasks ACL IJCNLP

fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL IJCNLP

Zhichao Geng | Hang Yan | Xipeng Qiu | Xuanjing Huang |

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

\cal P2 : A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation : A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation INLG WebNLG