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363 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. Comprehensive Multi-Dataset Evaluation of Reading Comprehension — 2019 · Proceedings of the 2nd Workshop on Machine Reading for Question Answering
  2. Context Dependent Semantic Parsing over Temporally Structured Data — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  3. DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  4. Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering — 2019 · arXiv:1911.03876
  5. End-to-end Deep Reinforcement Learning Based Coreference Resolution — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  6. Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  7. Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  8. Extraction of Message Sequence Charts from Narrative History Text — 2019 · Proceedings of the First Workshop on Narrative Understanding
  9. FriendsQA: Open-Domain Question Answering on TV Show Transcripts — 2019 · Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue
  10. From ''F'' to ''A'' on the N.Y. Regents Science Exams: An Overview of the Aristo Project — 2019 · arXiv:1909.01958
  11. HEAD-QA: A Healthcare Dataset for Complex Reasoning — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  12. Harry Potter and the Action Prediction Challenge from Natural Language — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  13. Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  14. Interactive Language Learning by Question Answering — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  15. Measuring Compositional Generalization: A Comprehensive Method on Realistic Data — 2019 · arXiv:1912.09713
  16. Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  17. On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation — 2019 · Proceedings of the 3rd Workshop on Neural Generation and Translation
  18. Probing Natural Language Inference Models through Semantic Fragments — 2019 · arXiv:1909.07521
  19. Procedural Reasoning Networks for Understanding Multimodal Procedures — 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
  20. QASC: A Dataset for Question Answering via Sentence Composition — 2019 · arXiv:1910.11473
  21. Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches — 2019 · arXiv:1904.01172
  22. Relation Module for Non-Answerable Predictions on Reading Comprehension — 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
  23. Revisiting the Evaluation of Theory of Mind through Question Answering — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  24. Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications — 2019 · Transactions of the Association for Computational Linguistics
  25. Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  26. Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case — 2019 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)
  27. Towards Debiasing Fact Verification Models — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  28. Tracking Discrete and Continuous Entity State for Process Understanding — 2019 · Proceedings of the Third Workshop on Structured Prediction for NLP
  29. UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference — 2019 · Proceedings of the 18th BioNLP Workshop and Shared Task
  30. Understanding Dataset Design Choices for Multi-hop Reasoning — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  31. Understanding Roles and Entities: Datasets and Models for Natural Language Inference — 2019 · arXiv:1904.09720
  32. Using Natural Language Relations between Answer Choices for Machine Comprehension — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  33. WIQA: A dataset for ``What if...'''' reasoning over procedural text — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  34. What Can Neural Networks Reason About? — 2019 · arXiv:1905.13211
  35. What''s Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  36. A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension — 2018 · Proceedings of the Workshop on Machine Reading for Question Answering
  37. Adversarial Networks for Machine Reading — 2018
  38. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models — 2018 · Proceedings of the 22nd Conference on Computational Natural Language Learning
  39. Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension — 2018 · Proceedings of the 27th International Conference on Computational Linguistics
  40. Assessing Composition in Sentence Vector Representations — 2018 · Proceedings of the 27th International Conference on Computational Linguistics
  41. Automated Evaluation of Out-of-Context Errors — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
  42. BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning — 2018 · arXiv:1810.08272
  43. CNN for Text-Based Multiple Choice Question Answering — 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
  44. Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  45. Commonsense for Generative Multi-Hop Question Answering Tasks — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  46. Constructing Datasets for Multi-hop Reading Comprehension Across Documents — 2018 · Transactions of the Association for Computational Linguistics
  47. Contextualized Word Representations for Reading Comprehension — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)
  48. Deep learning evaluation using deep linguistic processing — 2018 · Proceedings of the Workshop on Generalization in the Age of Deep Learning
  49. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)
  50. Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA — 2018 · arXiv:1805.07978
  51. Evaluating Theory of Mind in Question Answering — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  52. Exploiting Attention to Reveal Shortcomings in Memory Models — 2018 · Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP
  53. Generating Fine-Grained Open Vocabulary Entity Type Descriptions — 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  54. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks — our card · 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  55. ListOps: A Diagnostic Dataset for Latent Tree Learning — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop
  56. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences — our card · 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  57. MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
  58. MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  59. Modeling Naive Psychology of Characters in Simple Commonsense Stories — 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  60. Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds — our card · 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  61. Neural Arithmetic Logic Units — 2018 · arXiv:1808.00508
  62. Neural Event Extraction from Movies Description — 2018 · Proceedings of the First Workshop on Storytelling
  63. Neural Models for Reasoning over Multiple Mentions Using Coreference — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)
  64. Object-oriented Neural Programming (OONP) for Document Understanding — 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  65. Reasoning about Actions and State Changes by Injecting Commonsense Knowledge — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  66. Reinforced Extractive Summarization with Question-Focused Rewards — 2018 · Proceedings of ACL 2018, Student Research Workshop
  67. Robust and Scalable Differentiable Neural Computer for Question Answering — 2018 · Proceedings of the Workshop on Machine Reading for Question Answering
  68. SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge — 2018 · Proceedings of the 12th International Workshop on Semantic Evaluation
  69. SemEval-2018 Task 5: Counting Events and Participants in the Long Tail — 2018 · Proceedings of the 12th International Workshop on Semantic Evaluation
  70. Spotting Spurious Data with Neural Networks — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  71. Supervised and Unsupervised Transfer Learning for Question Answering — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  72. Synthetic Data Made to Order: The Case of Parsing — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  73. TVQA: Localized, Compositional Video Question Answering — 2018 · Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
  74. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  75. The NarrativeQA Reading Comprehension Challenge — our card · 2018
  76. Think Visually: Question Answering through Virtual Imagery — 2018 · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  77. Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge — 2018 · arXiv:1803.05457
  78. Toward zero-shot Entity Recognition in Task-oriented Conversational Agents — 2018 · Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue
  79. Towards Inference-Oriented Reading Comprehension: ParallelQA — 2018 · Proceedings of the Workshop on Generalization in the Age of Deep Learning
  80. Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension — 2018 · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
  81. Universal Transformers — 2018 · arXiv:1807.03819
  82. Using Adversarial Examples in Natural Language Processing — 2018 · Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
  83. Whodunnit? Crime Drama as a Case for Natural Language Understanding — 2018 · Transactions of the Association for Computational Linguistics
  84. A simple neural network module for relational reasoning — 2017 · arXiv:1706.01427
  85. AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks — 2017 · arXiv:1705.09786
  86. Action Languages and Question Answering — 2017 · Proceedings of the 12th International Conference on Computational Semantics (IWCS) –- Short papers
  87. Automated Curriculum Learning for Neural Networks — 2017 · arXiv:1704.03003
  88. Coarse-to-Fine Question Answering for Long Documents — 2017 · Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  89. CommAI: Evaluating the first steps towards a useful general AI — 2017 · arXiv:1701.08954
  90. Dialog state tracking, a machine reading approach using Memory Network — 2017 · Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers
  91. Emergent Predication Structure in Hidden State Vectors of Neural Readers — 2017 · Proceedings of the 2nd Workshop on Representation Learning for NLP
  92. End to End Dialog System for Telugu — 2017 · Proceedings of the 14th International Conference on Natural Language Processing (ICON-2017)
  93. Extracting Tags from Large Raw Texts Using End-to-End Memory Networks — 2017 · Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2)
  94. Gated End-to-End Memory Networks — 2017 · Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers
  95. Here''s My Point: Joint Pointer Architecture for Argument Mining — 2017 · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
  96. If You Can''t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking — 2017 · Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers
  97. Improving End-to-End Memory Networks with Unified Weight Tying — 2017 · Proceedings of the Australasian Language Technology Association Workshop 2017
  98. Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework — our card · 2017 · Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  99. Integrating Order Information and Event Relation for Script Event Prediction — 2017 · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
  100. Learning Word Representations with Regularization from Prior Knowledge — 2017 · Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)

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