- Simple Entity-Centric Questions Challenge Dense Retrievers, Danqi Chen et al.
emnlp2021 - Phrase-retrieval Learns Passage Retrieval, Too, Danqi Chen et al.
emnlp2021 - Unsupervised Open Domain Question Answering, Hai Zhao's group.
- Adaptive Information Seeking for Open-Domain Question Answering, Xueqi Cheng et al.
rl - What’s in a Name? Answer Equivalence For Open-Domain Question Answering, Jordan Boyd-Graber et al.
answer expansion - Entity-Based Knowledge Conflicts in Question Answering, Sameer Singh et al.
analysis - SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval,
naacl2021 - Mr. TYDI: A Multi-lingual Benchmark for Dense Retrieval, Jimmy Lin's group,
dense retrievalevaluation - Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets,
eacl - Relation-Guided Pre-Training for Open-Domain Question Answering, Kai-Wei Chang's group.
- Single-dataset Experts for Multi-dataset Question Answering,
emnlp2021
- RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering, Caiming Xiong et al.
arXiv - Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs, Yangqiu Song et al.
nips2021
- Numerical reasoning in machine reading comprehension tasks: are we there yet?,
emnlp2021 - Improving Unsupervised Question Answering via Summarization-Informed Question Generation,
emnlp2021qg - Using Knowledge Distillation and Active Learning,
arXiv 2021 Sep
- Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules,
emnlp2021
- Abductive Visual Question Answering for Label Efficient Learning, Le Song's group.
abduction
- TruthfulQA: Measuring How Models Mimic Human Falsehoods, OpenAI, Oxford Univ.
benchmark