Akari Asai
29 papers · 2020–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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The Questioner
(2)
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Research topics
Natural Language Processing
(25)
Machine Learning
(20)
Applications Β· Natural Language Processing
(19)
Artificial Intelligence
(14)
Resources & Methods
(13)
Core AI
(11)
Learning Types Β· Machine Learning
(11)
Deep Learning
(9)
Application Areas
(7)
Learning Types Β· Deep Learning
(7)
Generation
(5)
Core Methods
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Learning Paradigms
(3)
Keywords
question answering
(9)
large language model
(6)
retrieval-augmented generation
(5)
information retrieval
(4)
multi-task learning
(4)
cross-lingual question answering
(4)
benchmark evaluation
(3)
language model
(3)
knowledge-intensive task
(2)
retrieval-based language model
(2)
multilingual model
(2)
machine translation
(2)
multilingual nlp
(2)
transfer learning
(2)
few-shot learning
(2)
low-resource language
(2)
masked language model
(2)
dense retrieval
(2)
multilingual retrieval
(2)
instruction tuning
(2)
Papers
Out of Style: RAGβs Fragility to Linguistic Variation
EACL 2026
CodeRAG-Bench: Can Retrieval Augment Code Generation?
NAACL 2025
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
ICLR 2025
Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment
COLING 2025
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
NAACL 2024
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
EMNLP 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
NeurIPS 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
ICLR 2024
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages
EMNLP 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval
EMNLP 2023
RealTime QA: What's the Answer Right Now?
NeurIPS 2023
Retrieval-based Language Models and Applications
ACL 2023
Task-aware Retrieval with Instructions
ACL 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP
EMNLP 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
ACL 2023
xPQA: Cross-Lingual Product Question Answering in 12 Languages
ACL 2023
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts
EMNLP 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources
EMNLP 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
NAACL 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages
NAACL 2022
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval
ACL 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering
ACL 2021
MultiModalQA: complex question answering over text, tables and images
ICLR 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval
NeurIPS 2021
XOR QA: Cross-lingual Open-Retrieval Question Answering
NAACL 2021
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
ICLR 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering
ACL 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention
EMNLP 2020
Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia
EMNLP 2020