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Extractive Question-Answering

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Showing 51–100 of 102 papers

TitleStatusHype
Momentum Contrastive Pre-training for Question Answering—0
Mosaic Augmentation for Text: Cropping and Collaging as Cross-Domain Techniques—0
Multilingual Question Answering from Formatted Text applied to Conversational Agents—0
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models—0
Natural Questions in Icelandic—0
OMoS-QA: A Dataset for Cross-Lingual Extractive Question Answering in a German Migration Context—0
On Mechanistic Circuits for Extractive Question-Answering—0
On the Multilingual Capabilities of Very Large-Scale English Language Models—0
Passage Segmentation of Documents for Extractive Question Answering—0
QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering—0
ReasonBert: Pre-trained to Reason with Distant Supervision—0
Development of an Extractive Clinical Question Answering Dataset with Multi-Answer and Multi-Focus Questions—0
Semantic Search as Extractive Paraphrase Span Detection—0
Simple and Effective Semi-Supervised Question Answering—0
Simulating Bandit Learning from User Feedback for Extractive Question Answering—0
Stars at Qur’an QA 2022: Building Automatic Extractive Question Answering Systems for the Holy Qur’an with Transformer Models and Releasing a New Dataset—0
Towards Confident Machine Reading Comprehension—0
Towards leveraging LLMs for Conditional QA—0
When is dataset cartography ineffective? Using training dynamics does not improve robustness against Adversarial SQuAD—0
XAIQA: Explainer-Based Data Augmentation for Extractive Question Answering—0
Accelerated materials language processing enabled by GPT—0
HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection—0
Improving Zero-Shot Event Extraction via Sentence Simplification—0
Integrating SPARQL and LLMs for Question Answering over Scholarly Data Sources—0
Gendered Pronoun Resolution using BERT and an extractive question answering formulationCode0
Semantic Search as Extractive Paraphrase Span DetectionCode0
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine ReaderCode0
Improving QA Generalization by Concurrent Modeling of Multiple BiasesCode0
Block-Skim: Efficient Question Answering for TransformerCode0
On the Multilingual Capabilities of Very Large-Scale English Language ModelsCode0
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question AnsweringCode0
Learning Recurrent Span Representations for Extractive Question AnsweringCode0
Findings of the VarDial Evaluation Campaign 2022Code0
Tokenization Consistency Matters for Generative Models on Extractive NLP TasksCode0
Exploring Language Model Generalization in Low-Resource Extractive QACode0
DyREx: Dynamic Query Representation for Extractive Question AnsweringCode0
Towards Robust Extractive Question Answering Models: Rethinking the Training MethodologyCode0
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question AnsweringCode0
Continually Improving Extractive QA via Human FeedbackCode0
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge DistillationCode0
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and CalibrationCode0
AGent: A Novel Pipeline for Automatically Creating Unanswerable QuestionsCode0
Can BERT Refrain from Forgetting on Sequential Tasks? A Probing StudyCode0
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question AnsweringCode0
From Multiple-Choice to Extractive QA: A Case Study for English and ArabicCode0
BRENT: Bidirectional Retrieval Enhanced Norwegian TransformerCode0
Adaptive loose optimization for robust question answeringCode0
Rethinking the Objectives of Extractive Question AnsweringCode0
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State TrackingCode0
Science Checker: Extractive-Boolean Question Answering For Scientific Fact CheckingCode0
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