NLPExplorer

Xiaodong He

Number of Papers:- 76

Number of Citations:- 682

First ACL Paper:- 2007

Latest ACL Paper:- 2023

Venues:-

NAACL

CoNLL

COLING

MTSummit

EMNLP

TextGraphs

Findings

LREC

ACL

WMT

IJCNLP

IWSLT

Co-Authors:-

Similar Authors:-

Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog F i n d i n g s - A C L

Haipeng Sun | Junwei Bao | Youzheng Wu | Xiaodong He |

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets F i n d i n g s - A C L

DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation ACL

MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking F i n d i n g s - A C L

Composable Text Controls in Latent Space with ODEs EMNLP

Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ACL

Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ACL

OPERA: Operation-Pivoted Discrete Reasoning over Text NAACL

BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Findings NAACL

Haipeng Sun | Junwei Bao | Youzheng Wu | Xiaodong He |

Label Anchored Contrastive Learning for Language Understanding NAACL

Zhenyu Zhang | Yuming Zhao | Meng Chen | Xiaodong He |

LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL

Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL

E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service LREC

Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline COLING

Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots COLING

JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization EMNLP

Nan Zhao | Haoran Li | Youzheng Wu | Xiaodong He |

PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP

MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering F i n d i n g s - E M N L P

P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training F i n d i n g s - E M N L P

UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation EMNLP

Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking EMNLP

Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification NAACL

SGG: Learning to Select, Guide, and Generate for Keyphrase Generation NAACL

Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification NAACL TextGraphs

Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization EMNLP

RevCore: Review-Augmented Conversational Recommendation Findings

RoR: Read-over-Read for Long Document Machine Reading Comprehension EMNLP Findings

K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP Findings

Self-Attention Guided Copy Mechanism for Abstractive Summarization ACL

Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL

Multimodal Sentence Summarization via Multimodal Selective Encoding COLING

Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training COLING

On the Faithfulness for E-commerce Product Summarization COLING

Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking EMNLP Findings

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product EMNLP

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service LREC

Relation Module for Non-Answerable Predictions on Reading Comprehension CoNLL

Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ACL

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations EMNLP

Dipendra Misra | Ming-Wei Chang | Xiaodong He | Wen-tau Yih |

Discourse-Aware Neural Rewards for Coherent Text Generation NAACL

Tensor Product Generation Networks for Deep NLP Modeling NAACL

Deep Communicating Agents for Abstractive Summarization NAACL

Asli Celikyilmaz | Antoine Bosselut | Xiaodong He | Yejin Choi |

Natural Language to Structured Query Generation via Meta-Learning NAACL

Deep Reinforcement Learning for NLP ACL

William Yang Wang | Jiwei Li | Xiaodong He |

Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP

David Golub | Po-Sen Huang | Xiaodong He | Li Deng |

Learning Generic Sentence Representations Using Convolutional Neural Networks EMNLP

Character-Level Question Answering with Attention EMNLP

Xiaodong He | David Golub |

Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads EMNLP

Bi-directional Attention with Agreement for Dependency Parsing EMNLP

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories NAACL

evision PDF of 'Visual Storytelling NAACL

Hierarchical Attention Networks for Document Classification NAACL

Deep Reinforcement Learning with a Natural Language Action Space ACL

Generating Natural Questions About an Image ACL

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval NAACL