Browse State-of-the-Art › Machine Reading Comprehension › Papers, page 3

Machine Reading Comprehension

Papers archive 2025-07-28

archive papers tagged: 555 · with a code link: 206 · where Syntology ran a sample: 33 (26 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (33 of 555 tagged: 26 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 3 of 6: papers 201 to 300 of 555, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Subword-augmented Embedding for Cloze Reading Comprehension
  24 Jun 2018 1 repository listed
• DRCD: a Chinese Machine Reading Comprehension Dataset
  4 Jun 2018 1 repository listed
• BioRead: A New Dataset for Biomedical Reading Comprehension
  1 May 2018 1 repository listed
• CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension
  26 Mar 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Dataset for the First Evaluation on Chinese Machine Reading Comprehension
  25 Sep 2017 1 repository listed
• Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors
  13 Dec 2016 1 repository listed
• Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation
  20 May 2025 0 repositories listed
• Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
  15 Apr 2025 0 repositories listed
• Investigating Recent Large Language Models for Vietnamese Machine Reading Comprehension
  23 Mar 2025 0 repositories listed
• Pay Attention to Real World Perturbations! Natural Robustness Evaluation in Machine Reading Comprehension
  23 Feb 2025 0 repositories listed
• Visualizing attention zones in machine reading comprehension models
  28 Oct 2024 0 repositories listed
• Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference
  10 Oct 2024 0 repositories listed
• Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models
  9 Sep 2024 0 repositories listed
• Investigating a Benchmark for Training-set free Evaluation of Linguistic Capabilities in Machine Reading Comprehension
  9 Aug 2024 0 repositories listed
• Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
  8 Aug 2024 0 repositories listed
• SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models
  5 Aug 2024 0 repositories listed
• Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets
  4 Aug 2024 0 repositories listed
• Evaluation of Instruction-Following Ability for Large Language Models on Story-Ending Generation
  24 Jun 2024 0 repositories listed
• Comparison of Open-Source and Proprietary LLMs for Machine Reading Comprehension: A Practical Analysis for Industrial Applications
  19 Jun 2024 0 repositories listed
• 2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval
  10 Jun 2024 0 repositories listed
• Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
  31 May 2024 0 repositories listed
• Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension
  29 May 2024 0 repositories listed
• QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering
  30 Apr 2024 0 repositories listed
• Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension
  27 Apr 2024 0 repositories listed
• Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering
  27 Apr 2024 0 repositories listed
• PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering
  19 Apr 2024 0 repositories listed
• emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information
  18 Apr 2024 0 repositories listed
• The Death of Feature Engineering? BERT with Linguistic Features on SQuAD 2.0
  4 Apr 2024 0 repositories listed
• MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training
  23 Mar 2024 0 repositories listed
• QASE Enhanced PLMs: Improved Control in Text Generation for MRC
  26 Feb 2024 0 repositories listed
• Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition
  21 Jan 2024 0 repositories listed
• Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need
  11 Dec 2023 0 repositories listed
• Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension
  12 Nov 2023 0 repositories listed
• Multi-grained Evidence Inference for Multi-choice Reading Comprehension
  27 Oct 2023 0 repositories listed
• Hierarchical Evaluation Framework: Best Practices for Human Evaluation
  3 Oct 2023 0 repositories listed
• Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change
  19 Sep 2023 0 repositories listed
• Multi-turn Dialogue Comprehension from a Topic-aware Perspective
  18 Sep 2023 0 repositories listed
• Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model
  19 Jul 2023 0 repositories listed
• Teach model to answer questions after comprehending the document
  18 Jul 2023 0 repositories listed
• SciMRC: Multi-perspective Scientific Machine Reading Comprehension
  25 Jun 2023 0 repositories listed
• Improving Opinion-based Question Answering Systems Through Label Error Detection and Overwrite
  13 Jun 2023 0 repositories listed
• Machine Reading Comprehension using Case-based Reasoning
  24 May 2023 0 repositories listed
• SkillQG: Learning to Generate Question for Reading Comprehension Assessment
  8 May 2023 0 repositories listed
• NER-to-MRC: Named-Entity Recognition Completely Solving as Machine Reading Comprehension
  6 May 2023 0 repositories listed
• Information Extraction from Documents: Question Answering vs Token Classification in real-world setups
  21 Apr 2023 0 repositories listed
• Evaluating the Robustness of Machine Reading Comprehension Models to Low Resource Entity Renaming
  6 Apr 2023 0 repositories listed
• A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets
  2 Apr 2023 0 repositories listed
• Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension
  16 Mar 2023 0 repositories listed
• Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension
  14 Mar 2023 0 repositories listed
• LUKE-Graph: A Transformer-based Approach with Gated Relational Graph Attention for Cloze-style Reading Comprehension
  12 Mar 2023 0 repositories listed
• The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models
  31 Jan 2023 0 repositories listed
• KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information
  18 Jan 2023 0 repositories listed
• Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension
  1 Jan 2023 0 repositories listed
• Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension
  19 Dec 2022 0 repositories listed
• Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension
  19 Dec 2022 0 repositories listed
• A Comprehensive Survey on Multi-hop Machine Reading Comprehension Datasets and Metrics
  8 Dec 2022 0 repositories listed
• A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches
  8 Dec 2022 0 repositories listed
• Feature-augmented Machine Reading Comprehension with Auxiliary Tasks
  17 Nov 2022 0 repositories listed
• Rethinking Annotation: Can Language Learners Contribute?
  13 Oct 2022 0 repositories listed
• CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking
  11 Oct 2022 0 repositories listed
• U3E: Unsupervised and Erasure-based Evidence Extraction for Machine Reading Comprehension
  6 Oct 2022 0 repositories listed
• Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts
  4 Oct 2022 0 repositories listed
• Aspect-based Sentiment Analysis as Machine Reading Comprehension
  1 Oct 2022 0 repositories listed
• DIFM:An effective deep interaction and fusion model for sentence matching
  1 Oct 2022 0 repositories listed
• Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning
  1 Oct 2022 0 repositories listed
• 基于话头话体共享结构信息的机器阅读理解研究(Rearch on Machine reading comprehension based on shared structure information between Naming and Telling)
  1 Oct 2022 0 repositories listed
• 基于相似度进行句子选择的机器阅读理解数据增强(Machine reading comprehension data Augmentation for sentence selection based on similarity)
  1 Oct 2022 0 repositories listed
• To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.
  1 Oct 2022 0 repositories listed
• View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond
  1 Oct 2022 0 repositories listed
• Robust Domain Adaptation for Machine Reading Comprehension
  23 Sep 2022 0 repositories listed
• A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension
  5 Sep 2022 0 repositories listed
• Unsupervised Domain Adaptation on Question-Answering System with Conversation Data
  1 Sep 2022 0 repositories listed
• Trigger-free Event Detection via Derangement Reading Comprehension
  20 Aug 2022 0 repositories listed
• Exploring and Exploiting Multi-Granularity Representations for Machine Reading Comprehension
  18 Aug 2022 0 repositories listed
• Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation
  10 Aug 2022 0 repositories listed
• To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning
  2 Aug 2022 0 repositories listed
• MRCLens: an MRC Dataset Bias Detection Toolkit
  18 Jul 2022 0 repositories listed
• Collecting high-quality adversarial data for machine reading comprehension tasks with humans and models in the loop
  28 Jun 2022 0 repositories listed
• GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions
  16 Jun 2022 0 repositories listed
• Automatic Word Segmentation and Part-of-Speech Tagging of Ancient Chinese Based on BERT Model
  1 Jun 2022 0 repositories listed
• Detecting Causes of Stock Price Rise and Decline by Machine Reading Comprehension with BERT
  1 Jun 2022 0 repositories listed
• HRCA+: Advanced Multiple-choice Machine Reading Comprehension Method
  1 Jun 2022 0 repositories listed
• Qur’an QA 2022: Overview of The First Shared Task on Question Answering over the Holy Qur’an
  1 Jun 2022 0 repositories listed
• NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension
  12 May 2022 0 repositories listed
• Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension
  1 May 2022 0 repositories listed
• Clozer”:" Adaptable Data Augmentation for Cloze-style Reading Comprehension
  1 May 2022 0 repositories listed
• G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents
  1 May 2022 0 repositories listed
• Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model
  1 May 2022 0 repositories listed
• OPERA:Operation-Pivoted Discrete Reasoning over Text
  29 Apr 2022 0 repositories listed
• XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source
  14 Apr 2022 0 repositories listed
• Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling
  11 Apr 2022 0 repositories listed
• Improving Zero-Shot Event Extraction via Sentence Simplification
  6 Apr 2022 0 repositories listed
• Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension
  30 Mar 2022 0 repositories listed
• VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension
  22 Mar 2022 0 repositories listed
• Feeding What You Need by Understanding What You Learned
  5 Mar 2022 0 repositories listed
• Deep Understanding based Multi-Document Machine Reading Comprehension
  25 Feb 2022 0 repositories listed
• Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words
  24 Feb 2022 0 repositories listed
• Using calibrator to improve robustness in Machine Reading Comprehension
  24 Feb 2022 0 repositories listed
• A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension
  16 Jan 2022 0 repositories listed
• An MRC Framework for Semantic Role Labeling
  16 Jan 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.