← Authors

Matt Gardner

73 papers · 2013–2023 · 6 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (5) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (118) 🌈 Renaissance Researcher (10) πŸƒ Academic Marathon (10) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (41) 🀝 Dynamic Duo (32) 🌱 Topic Pioneer πŸ‘₯ Mega-Team (26) πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ† Keyword Champion (17) πŸ“ˆ Trend Setter ⚑ Prolific Year (23) πŸš€ Conference Pioneer ❓ The Questioner (2) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (73) πŸ—ƒοΈ Keyword Collector (303)

Conferences

EMNLP (41) ACL (16) IJCNLP (7) NAACL (6) ICLR (2) AAAI (1)

Top co-authors

Sameer Singh (32) Pradeep Dasigi (14) Dheeru Dua (9) Eric Wallace (9) Jonathan Berant (8) Ben Bogin (7) Nitish Gupta (7) Nelson F. Liu (6) Luke Zettlemoyer (6) Hannaneh Hajishirzi (6)

Keywords

question answering (21) reading comprehension (17) semantic parsing (12) language model (6) zero-shot learning (6) natural language understanding (6) neural network (6) machine reading comprehension (5) adversarial attack (5) natural language inference (5) benchmark dataset (5) few-shot learning (4) numerical reasoning (4) transfer learning (3) saliency map (3) coreference resolution (3) representation learning (3) data augmentation (3) multi-task learning (3) natural language processing (3)

Papers

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