Matt Gardner

Coverage-based Example Selection for In-Context Learning EMNLP 2023 A Meta-framework for Spatiotemporal Quantity Extraction from Text ACL 2022 Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022 When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022 Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM Performance EMNLP 2022 CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation EMNLP 2022 Successive Prompting for Decomposing Complex Questions EMNLP 2022 Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022 Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning EMNLP 2022 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022 Learning with Instance Bundles for Reading Comprehension EMNLP 2021 Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization EMNLP 2021 Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021 Competency Problems: On Finding and Removing Artifacts in Language Data EMNLP 2021 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021 A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers NAACL 2021 Enforcing Consistency in Weakly Supervised Semantic Parsing IJCNLP 2021 Enforcing Consistency in Weakly Supervised Semantic Parsing ACL 2021 Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution EMNLP 2021 COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021 Generative Context Pair Selection for Multi-hop Question Answering EMNLP 2021 Learning from Task Descriptions EMNLP 2020 Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL 2020 On Importance Sampling-Based Evaluation of Latent Language Models ACL 2020 Obtaining Faithful Interpretations from Compositional Neural Networks ACL 2020 Benefits of Intermediate Annotations in Reading Comprehension ACL 2020 IIRC: A Dataset of Incomplete Information Reading Comprehension Questions EMNLP 2020 TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020 Multi-Step Inference for Reasoning Over Paragraphs EMNLP 2020 MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics EMNLP 2020 Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ EMNLP 2020 Interpreting Predictions of NLP Models EMNLP 2020 Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP 2020 MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP 2020 Improving Compositional Generalization in Semantic Parsing EMNLP 2020 Neural Module Networks for Reasoning over Text ICLR 2020 AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models IJCNLP 2019 Universal Adversarial Triggers for Attacking and Analyzing NLP IJCNLP 2019 Global Reasoning over Database Structures for Text-to-SQL Parsing IJCNLP 2019 Do NLP Models Know Numbers? Probing Numeracy in Embeddings IJCNLP 2019 QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions EMNLP 2019 AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019 Reasoning Over Paragraph Effects in Situations EMNLP 2019 On Making Reading Comprehension More Comprehensive EMNLP 2019 Evaluating Question Answering Evaluation EMNLP 2019 Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP 2019 Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning IJCNLP 2019 QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions IJCNLP 2019 QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships AAAI 2019 Linguistic Knowledge and Transferability of Contextual Representations NAACL 2019 DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs NAACL 2019 Iterative Search for Weakly Supervised Semantic Parsing NAACL 2019 Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning EMNLP 2019 Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019 Global Reasoning over Database Structures for Text-to-SQL Parsing EMNLP 2019 Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP 2019 Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019 Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing ACL 2019 Compositional Questions Do Not Necessitate Multi-hop Reasoning ACL 2019 Deep Contextualized Word Representations NAACL 2018 Deep contextualized word representations ICLR 2018 Simple and Effective Multi-Paragraph Reading Comprehension ACL 2018 AllenNLP: A Deep Semantic Natural Language Processing Platform ACL 2018 Writing Code for NLP Research EMNLP 2018 Structured Alignment Networks for Matching Sentences EMNLP 2018 Neural Semantic Parsing ACL 2018 Neural Semantic Parsing with Type Constraints for Semi-Structured Tables EMNLP 2017 Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction EMNLP 2015 Translation Invariant Word Embeddings EMNLP 2015 Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases EMNLP 2014 Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues EMNLP 2013