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Showing 101–150 of 178 papers

TitleStatusHype
On the Impact of Stable Ranks in Deep Nets—0
In defense of dual-encoders for neural ranking—0
Relation-Guided Pre-Training for Open-Domain Question Answering—0
Improving Unsupervised Question Answering via Summarization-Informed Question Generation—0
What's in a Name? Answer Equivalence For Open-Domain Question AnsweringCode0
Challenges in Generalization in Open Domain Question AnsweringCode0
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage RetrievalCode0
Knowledge Informed Semantic Parsing for Conversational Question Answering—0
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering—0
A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections—0
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
Investigating the Effect of Background Knowledge on Natural Questions—0
RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering—0
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension—0
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Open Domain Question Answering over Tables via Dense RetrievalCode0
Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information—0
Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis—0
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge—0
A Petri Dish for Histopathology Image Analysis—0
Representations for Question Answering from Documents with Tables and Text—0
End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringCode1
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering—0
Rider: Reader-Guided Passage Reranking for Open-Domain Question AnsweringCode1
A Frequency-Based Learning-To-Rank Approach for Personal Digital Traces—0
RealFormer: Transformer Likes Residual AttentionCode1
Towards building a Robust Industry-scale Question Answering System—0
Generating Natural Questions from Images for Multimodal Assistants—0
Event Extraction as Machine Reading Comprehension—0
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval—0
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question AnsweringCode1
Understanding Unnatural Questions Improves Reasoning over Text—0
Summary-Oriented Question Generation for Informational Queries—0
QuesBELM: A BERT based Ensemble Language Model for Natural Questions—0
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringCode0
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training DataCode1
ARES: A Reading Comprehension Ensembling Service—0
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension—0
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
Answering Any-hop Open-domain Questions with Iterative Document Reranking—0
QED: A Framework and Dataset for Explanations in Question AnsweringCode1
Revisiting the Open-Domain Question Answering Pipeline—0
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question AnsweringCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Relevance-guided Supervision for OpenQA with ColBERTCode2
On the Theoretical Properties of the Exchange Algorithm—0
C3VQG: Category Consistent Cyclic Visual Question GenerationCode1
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading ComprehensionCode1
RikiNet: Reading Wikipedia Pages for Natural Question Answering—0
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