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Machine Reading Comprehension

966 directly classified papers

Papers per year

Papers

Lite Unified Modeling for Discriminative Reading Comprehension ACL 2022
Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension ACL 2022
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022
How Well Do Multi-hop Reading Comprehension Models Understand Date Information? AACL 2022
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration AAAI 2022
COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction EMNLP 2022
MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL 2022
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022
Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions ACL 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
A Meta-framework for Spatiotemporal Quantity Extraction from Text ACL 2022
WebQA: Multihop and Multimodal QA CVPR 2022
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ACL 2022
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue EMNLP 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills ACL 2022
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense EMNLP 2022
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages NAACL 2022
OPERA: Operation-Pivoted Discrete Reasoning over Text NAACL 2022
Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing EMNLP 2022
On the Robustness of Reading Comprehension Models to Entity Renaming NAACL 2022