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Showing 101–150 of 178 papers

TitleStatusHype
Teaching language models to support answers with verified quotes—0
CQMrobust: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models—0
Table Retrieval Does Not Necessitate Table-specific Model Design—0
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency OptimizationCode0
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching ModelsCode0
You Only Need One Model for Open-domain Question Answering—0
Zero-Shot Open-Book Question AnsweringCode0
Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text—0
How do we answer complex questions: Discourse structure of long form answers—0
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture—0
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation—0
What’s in a Name? Answer Equivalence For Open-Domain Question AnsweringCode0
A Copy-Augmented Generative Model for Open-Domain Question Answering—0
Sharpness-Aware Minimization Improves Language Model Generalization—0
Challenges in Generalization in Open Domain Question Answering—0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingCode0
Adversarial Retriever-Ranker for dense text retrievalCode0
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
RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering—0
Investigating the Effect of Background Knowledge on Natural Questions—0
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension—0
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
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering—0
A Frequency-Based Learning-To-Rank Approach for Personal Digital Traces—0
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
Summary-Oriented Question Generation for Informational Queries—0
Understanding Unnatural Questions Improves Reasoning over Text—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
ARES: A Reading Comprehension Ensembling Service—0
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension—0
Answering Any-hop Open-domain Questions with Iterative Document Reranking—0
Revisiting the Open-Domain Question Answering Pipeline—0
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