NLPExplorer

Matt Gardner

Number of Papers:- 60

Number of Citations:- 178

First ACL Paper:- 2012

Latest ACL Paper:- 2022

Venues:-

NAACL

TACL

IJCNLP

ACL

Findings

CRAC

WNUT

EMNLP

Co-Authors:-

Similar Authors:-

ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL

Tailor: Generating and Perturbing Text with Semantic Controls ACL

Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL

Yuxiang Wu | Matt Gardner | Pontus Stenetorp | Pradeep Dasigi |

When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL

Orion Weller | Kevin Seppi | Matt Gardner |

A Meta-framework for Spatiotemporal Quantity Extraction from Text ACL

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL

Akari Asai | Matt Gardner | Hannaneh Hajishirzi |

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers NAACL

Competency Problems: On Finding and Removing Artifacts in Language Data EMNLP

Paired Examples as Indirect Supervision in Latent Decision Models EMNLP

Nitish Gupta | Sameer Singh | Matt Gardner | Dan Roth |

Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP

Enforcing Consistency in Weakly Supervised Semantic Parsing ACL IJCNLP

Nitish Gupta | Sameer Singh | Matt Gardner |

Learning with Instance Bundles for Reading Comprehension EMNLP

Dheeru Dua | Pradeep Dasigi | Sameer Singh | Matt Gardner |

Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization EMNLP

Ansong Ni | Matt Gardner | Pradeep Dasigi |

COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP

Ben Bogin | Shivanshu Gupta | Matt Gardner | Jonathan Berant |

Generative Context Pair Selection for Multi-hop Question Answering EMNLP

Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering TACL

Ben Bogin | Sanjay Subramanian | Matt Gardner | Jonathan Berant |

Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution CRAC EMNLP

Zhaofeng Wu | Matt Gardner |

On Importance Sampling-Based Evaluation of Latent Language Models ACL

Robert L Logan IV | Matt Gardner | Sameer Singh |

Obtaining Faithful Interpretations from Compositional Neural Networks ACL

Benefits of Intermediate Annotations in Reading Comprehension ACL

Dheeru Dua | Sameer Singh | Matt Gardner |

Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL

Ananth Gottumukkala | Dheeru Dua | Sameer Singh | Matt Gardner |

Improving Compositional Generalization in Semantic Parsing EMNLP Findings

MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP Findings

Multi-Step Inference for Reasoning Over Paragraphs EMNLP

Jiangming Liu | Matt Gardner | Shay B. Cohen | Mirella Lapata |

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP

Interpreting Predictions of NLP Models EMNLP

Eric Wallace | Matt Gardner | Sameer Singh |

MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics EMNLP

Anthony Chen | Gabriel Stanovsky | Sameer Singh | Matt Gardner |

Break It Down: A Question Understanding Benchmark TACL

Learning from Task Descriptions EMNLP

Orion Weller | Nicholas Lourie | Matt Gardner | Matthew Peters |

Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP Findings

IIRC: A Dataset of Incomplete Information Reading Comprehension Questions EMNLP

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ EMNLP

Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP

Global Reasoning over Database Structures for Text-to-SQL Parsing EMNLP

Ben Bogin | Matt Gardner | Jonathan Berant |

Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning EMNLP

QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions EMNLP

Oyvind Tafjord | Matt Gardner | Kevin Lin | Peter Clark |

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP

Reasoning Over Paragraph Effects in Situations EMNLP WS

Kevin Lin | Oyvind Tafjord | Peter Clark | Matt Gardner |

On Making Reading Comprehension More Comprehensive EMNLP WS

Evaluating Question Answering Evaluation EMNLP WS

Anthony Chen | Gabriel Stanovsky | Sameer Singh | Matt Gardner |

Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP WS

Linguistic Knowledge and Transferability of Contextual Representations NAACL

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs NAACL

Iterative Search for Weakly Supervised Semantic Parsing NAACL

Compositional Questions Do Not Necessitate Multi-hop Reasoning ACL

Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing ACL

Ben Bogin | Jonathan Berant | Matt Gardner |

Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL

Structured Alignment Networks for Matching Sentences EMNLP

Yang Liu | Matt Gardner | Mirella Lapata |

Deep Contextualized Word Representations NAACL

Simple and Effective Multi-Paragraph Reading Comprehension ACL

Christopher Clark | Matt Gardner |

Neural Semantic Parsing ACL

AllenNLP: A Deep Semantic Natural Language Processing Platform ACL WS

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables EMNLP

Jayant Krishnamurthy | Pradeep Dasigi | Matt Gardner |

Crowdsourcing Multiple Choice Science Questions WNUT WS

Johannes Welbl | Nelson F. Liu | Matt Gardner |

Translation Invariant Word Embeddings EMNLP

Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction EMNLP

Matt Gardner | Tom Mitchell |

Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases EMNLP

Matt Gardner | Partha Talukdar | Jayant Krishnamurthy | Tom Mitchell |

Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues EMNLP

Matt Gardner | Partha Pratim Talukdar | Bryan Kisiel | Tom Mitchell |

Adding Distributional Semantics to Knowledge Base Entities through Web-scale Entity Linking WS

Matt Gardner |