Dheeru Dua
14 papers · 2018–2025 · 4 venues · across top CS/AI venues
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reading comprehension
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question answering
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multi-task learning
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evaluation benchmark
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data augmentation
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machine reading comprehension
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latent reasoning
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adversarial robustness
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dataset creation
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contrastive learning
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model robustness
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in-context learning
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question decomposition
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domain adaptation
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catastrophic forgetting
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model evaluation
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neural machine translation
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text generation
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multilingual translation
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Papers
LOFT: Scalable and More Realistic Long-Context Evaluation
NAACL 2025
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering
ACL 2023
Successive Prompting for Decomposing Complex Questions
EMNLP 2022
Tricks for Training Sparse Translation Models
NAACL 2022
Generative Context Pair Selection for Multi-hop Question Answering
EMNLP 2021
Learning with Instance Bundles for Reading Comprehension
EMNLP 2021
Benefits of Intermediate Annotations in Reading Comprehension
ACL 2020
Dynamic Sampling Strategies for Multi-Task Reading Comprehension
ACL 2020
Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ
EMNLP 2020
Evaluating Modelsβ Local Decision Boundaries via Contrast Sets
EMNLP 2020
Comprehensive Multi-Dataset Evaluation of Reading Comprehension
EMNLP 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
NAACL 2019
PoMo: Generating Entity-Specific Post-Modifiers in Context
NAACL 2019
Generating Natural Adversarial Examples
ICLR 2018