NLPExplorer

William Yang Wang

Number of Papers:- 137

Number of Citations:- 86

First ACL Paper:- 2010

Latest ACL Paper:- 2024

Venues:-

NAACL

NLP4ConvAI

SIGDIAL

COLING

EMNLP

Findings

LREC

ALVR

TACL

ACL

EACL

IJCNLP

AACL

Co-Authors:-

Similar Authors:-

LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback F i n d i n g s - N A A C L

Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies TACL

Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts NAACL

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models F i n d i n g s - A C L

Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions F i n d i n g s - A C L

The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models F i n d i n g s - A C L

Shuo Zhang | Liangming Pan | Junzhou Zhao | William Yang Wang |

Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models ALVR WS

MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate F i n d i n g s - E M N L P

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP

Wenda Xu | Jiachen Li | William Yang Wang | Lei Li |

Multimodal Procedural Planning via Dual Text-Image Prompting F i n d i n g s - E M N L P

Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts F i n d i n g s - E M N L P

Aditya Sharma | Michael Saxon | William Yang Wang |

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP

A Survey on Detection of LLMs-Generated Content F i n d i n g s - E M N L P

AKEW: Assessing Knowledge Editing in the Wild EMNLP

Xiaobao Wu | Liangming Pan | William Yang Wang | Anh Tuan Luu |

PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL

Michael Saxon | Xinyi Wang | Wenda Xu | William Yang Wang |

Visualize Before You Write: Imagination-Guided Open-Ended Text Generation F i n d i n g s - E A C L

SWING: Balancing Coverage and Faithfulness for Dialogue Summarization F i n d i n g s - E A C L

Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains EACL

Alon Albalak | Sharon Levy | William Yang Wang |

ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation F i n d i n g s - E A C L

RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering F i n d i n g s - A C L

Multilingual Conceptual Coverage in Text-to-Image Models ACL

Michael Saxon | William Yang Wang |

Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI F i n d i n g s - A C L

Alex Mei | Sharon Levy | William Yang Wang |

Attacking Open-domain Question Answering by Injecting Misinformation IJCNLP AACL

Liangming Pan | Wenhu Chen | Min-Yen Kan | William Yang Wang |

Benchmarking Diverse-Modal Entity Linking with Generative Models F i n d i n g s - A C L

CausalDialogue: Modeling Utterance-level Causality in Conversations F i n d i n g s - A C L

Language Agnostic Multilingual Information Retrieval with Contrastive Learning F i n d i n g s - A C L

SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL

Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge F i n d i n g s - A C L

Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations F i n d i n g s - A C L

Fact-Checking Complex Claims with Program-Guided Reasoning ACL

Hybrid Hierarchical Retrieval for Open-Domain Question Answering F i n d i n g s - A C L

Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL

D-REX: Dialogue Relation Extraction with Explanations ACL NLP4ConvAI

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems ACL Findings

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data ACL Findings

Imagination-Augmented Natural Language Understanding NAACL

KETOD: Knowledge-Enriched Task-Oriented Dialogue Findings NAACL

Diagnosing Vision-and-Language Navigation: What Really Matters NAACL

Learning to Prioritize: Precision-Driven Sentence Filtering for Long Text Summarization LREC

End-to-end Dense Video Captioning as Sequence Generation COLING

Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation LREC

ULN: Towards Underspecified Vision-and-Language Navigation EMNLP

Weixi Feng | Tsu-Jui Fu | Yujie Lu | William Yang Wang |

FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue EMNLP

Bridging the Training-Inference Gap for Dense Phrase Retrieval F i n d i n g s - E M N L P

ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering EMNLP

SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis F i n d i n g s - E M N L P

Mitigating Covertly Unsafe Text within Natural Language Systems F i n d i n g s - E M N L P

CPL: Counterfactual Prompt Learning for Vision and Language Models EMNLP

Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering EACL

Wenhan Xiong | Hong Wang | William Yang Wang |

L2C: Describing Visual Differences Needs Semantic Understanding of Individuals EACL

An Yan | Xin Wang | Tsu-Jui Fu | William Yang Wang |

HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL

Xiyou Zhou | Zhiyu Chen | Xiaoyong Jin | William Yang Wang |

On Hallucination and Predictive Uncertainty in Conditional Language Generation EACL

Yijun Xiao | William Yang Wang |

Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation EACL

Language-based Video Editing via Multi-Modal Multi-Level Transformer ALVR NAACL

Semi-Supervised Policy Initialization for Playing Games with Language Hints NAACL

Tsu-Jui Fu | William Yang Wang |

Unsupervised Multi-hop Question Answering by Question Generation NAACL

Modeling Disclosive Transparency in NLP Application Descriptions EMNLP

A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space EMNLP

Alexander Jones | William Yang Wang | Kyle Mahowald |

Investigating Memorization of Conspiracy Theories in Text Generation Findings

Sharon Levy | Michael Saxon | William Yang Wang |

Neural Stylistic Response Generation with Disentangled Latent Variables ACL IJCNLP

Qingfu Zhu | Wei-Nan Zhang | Ting Liu | William Yang Wang |

FinQA: A Dataset of Numerical Reasoning over Financial Data EMNLP

Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP

Sharon Levy | Kevin Mo | Wenhan Xiong | William Yang Wang |

Zero-shot Fact Verification by Claim Generation ACL IJCNLP

Proceedings of the First Workshop on Advances in Language and Vision Research ACL ALVR WS

Logical Natural Language Generation from Open-Domain Tables ACL

Few-Shot NLG with Pre-Trained Language Model ACL

On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond ACL

Chen Wu | Prince Zizhuang Wang | William Yang Wang |

Towards Understanding Gender Bias in Relation Extraction ACL

Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation EMNLP Findings

Jiannan Xiang | Xin Wang | William Yang Wang |

Investigating African-American Vernacular English in Transformer-Based Text Generation EMNLP

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP

Wenhu Chen | Yu Su | Xifeng Yan | William Yang Wang |

Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations EMNLP

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP Findings

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms EMNLP Findings

SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP

Counterfactual Off-Policy Training for Neural Dialogue Generation EMNLP

Qingfu Zhu | Wei-Nan Zhang | Ting Liu | William Yang Wang |

Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection LREC

Kai Nakamura | Sharon Levy | William Yang Wang |

A Survey on Natural Language Processing for Fake News Detection LREC

Ray Oshikawa | Jing Qian | William Yang Wang |

Neural Gaussian Copula for Variational Autoencoder EMNLP

Prince Zizhuang Wang | William Yang Wang |

Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification EMNLP

Jiawei Wu | Wenhan Xiong | William Yang Wang |

A Benchmark Dataset for Learning to Intervene in Online Hate Speech EMNLP

Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP

Siyao Li | Deren Lei | Pengda Qin | William Yang Wang |

Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering EMNLP WS

Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling NAACL

Prince Zizhuang Wang | William Yang Wang |

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL

Sentence Embedding Alignment for Lifelong Relation Extraction NAACL

Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation NAACL

Jiawei Wu | Xin Wang | William Yang Wang |

Learning to Decipher Hate Symbols NAACL

Jing Qian | Mai ElSherief | Elizabeth Belding | William Yang Wang |

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL

Deep Adversarial Learning for NLP NAACL

William Yang Wang | Sameer Singh | Jiwei Li |

Mitigating Gender Bias in Natural Language Processing: Literature Review ACL

Self-Supervised Learning for Contextualized Extractive Summarization ACL

Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention ACL

Self-Supervised Dialogue Learning ACL

Jiawei Wu | Xin Wang | William Yang Wang |

Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader ACL

TWEETQA: A Social Media Focused Question Answering Dataset ACL

Towards Explainable NLP: A Generative Explanation Framework for Text Classification ACL

Hui Liu | Qingyu Yin | William Yang Wang |

What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. ACL

Zero Pronoun Resolution with Attention-based Neural Network COLING

XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP

One-Shot Relational Learning for Knowledge Graphs EMNLP

Multi-view Models for Political Ideology Detection of News Articles EMNLP

Vivek Kulkarni | Junting Ye | Steve Skiena | William Yang Wang |

Hierarchical CVAE for Fine-Grained Hate Speech Classification EMNLP

Jing Qian | Mai ElSherief | Elizabeth Belding | William Yang Wang |

Reinforced Co-Training NAACL

Jiawei Wu | Lei Li | William Yang Wang |

Simple Models for Word Formation in Slang NAACL

Vivek Kulkarni | William Yang Wang |

KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL

Liwei Cai | William Yang Wang |

Variational Knowledge Graph Reasoning NAACL

Wenhu Chen | Wenhan Xiong | Xifeng Yan | William Yang Wang |

Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection NAACL

Jing Qian | Mai ElSherief | Elizabeth Belding | William Yang Wang |

Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning NAACL

Xin Wang | Yuan-Fang Wang | William Yang Wang |

Scalable Construction and Reasoning of Massive Knowledge Bases NAACL

Xiang Ren | Nanyun Peng | William Yang Wang |

DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL

Pengda Qin | Weiran Xu | William Yang Wang |

Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL

No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL

Xin Wang | Wenhu Chen | Yuan-Fang Wang | William Yang Wang |

MojiTalk: Generating Emotional Responses at Scale ACL

Xianda Zhou | William Yang Wang |

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL

Pengda Qin | Weiran Xu | William Yang Wang |

Deep Reinforcement Learning for NLP ACL

William Yang Wang | Jiwei Li | Xiaodong He |

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP

Wenhan Xiong | Thien Hoang | William Yang Wang |

Deep Residual Learning for Weakly-Supervised Relation Extraction EMNLP

Yi Yao Huang | William Yang Wang |

Learning to Explain Non-Standard English Words and Phrases IJCNLP

Ke Ni | William Yang Wang |

“Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection ACL

William Yang Wang |

A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization NAACL

William Yang Wang | Yashar Mehdad | Dragomir R. Radev | Amanda Stent |

Scalable Statistical Relational Learning for NLP NAACL

William Yang Wang | William Cohen |

That’s So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets EMNLP

William Yang Wang | Diyi Yang |

I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions NAACL

William Yang Wang | Miaomiao Wen |

Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding NAACL

Yun-Nung Chen | William Yang Wang | Alexander Rudnicky |

Detecting Levels of Interest from Spoken Dialog with Multistream Prediction Feedback and Similarity Based Hierarchical Fusion Learning SIGDIAL WS

William Yang Wang | Julia Hirschberg |

“Got You!”: Automatic Vandalism Detection in Wikipedia with Web-based Shallow Syntactic-Semantic Modeling COLING

William Yang Wang | Kathleen McKeown |