NLPExplorer

Wayne Xin Zhao

Number of Papers:- 70

Number of Citations:- 67

First ACL Paper:- 2010

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

COLING

EMNLP

Findings

ACL

EACL

IJCNLP

Co-Authors:-

Similar Authors:-

Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation EACL

Kun Zhou | Yifan Li | Xin Zhao | Ji-Rong Wen |

Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge EACL

Xin Zhao | Naoki Yoshinaga | Daisuke Oba |

Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL

Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint F i n d i n g s - A C L

Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References NAACL

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL

LLMBox: A Comprehensive Library for Large Language Models ACL

DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning F i n d i n g s - A C L

Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering EMNLP

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models F i n d i n g s - E M N L P

What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models F i n d i n g s - E M N L P

Xin Zhao | Naoki Yoshinaga | Daisuke Oba |

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP

Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment EMNLP

BASES: Large-scale Web Search User Simulation with Large Language Model based Agents F i n d i n g s - E M N L P

AuriSRec: Adversarial User Intention Learning in Sequential Recommendation F i n d i n g s - E M N L P

HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models EMNLP

Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing F i n d i n g s - E M N L P

The Web Can Be Your Oyster for Improving Language Models F i n d i n g s - A C L

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

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models F i n d i n g s - E M N L P

Evaluating Object Hallucination in Large Vision-Language Models EMNLP

MVP: Multi-task Supervised Pre-training for Natural Language Generation F i n d i n g s - A C L

Tianyi Tang | Junyi Li | Wayne Xin Zhao | Ji-Rong Wen |

Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models EMNLP

TOME: A Two-stage Approach for Model-based Retrieval ACL

A Thorough Examination on Zero-shot Dense Retrieval F i n d i n g s - E M N L P

StructGPT: A General Framework for Large Language Model to Reason over Structured Data EMNLP

Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL

ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP

Zero-shot Visual Question Answering with Language Model Feedback F i n d i n g s - A C L

Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting F i n d i n g s - E M N L P

Visually-augmented pretrained language models for NLP tasks without images ACL

Open Set Relation Extraction via Unknown-Aware Training ACL

Learning to Imagine: Visually-Augmented Natural Language Generation ACL

Debiased Contrastive Learning of Unsupervised Sentence Representations ACL

Kun Zhou | Beichen Zhang | Xin Zhao | Ji-Rong Wen |

Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL

Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models Findings NAACL

Jinhao Jiang | Kun Zhou | Ji-Rong Wen | Xin Zhao |

Knowledge Sharing via Social Login: Exploiting Microblogging Service for Warming up Social Question Answering Websites COLING

Yang Xiao | Wayne Xin Zhao | Kun Wang | Zhen Xiao |

Group based Self Training for E-Commerce Product Record Linkage COLING

Xin Zhao | Yuexin Wu | Hongfei Yan | Xiaoming Li |

Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs EMNLP