REALTIME QA: what's the answer right now?

J Kasai, K Sakaguchi, R Le Bras… - Advances in …, 2024 - proceedings.neurips.cc
We introduce RealTime QA, a dynamic question answering (QA) platform that announces
questions and evaluates systems on a regular basis (weekly in this version). RealTime QA …

Aya model: An instruction finetuned open-access multilingual language model

A Üstün, V Aryabumi, ZX Yong, WY Ko… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent breakthroughs in large language models (LLMs) have centered around a handful of
data-rich languages. What does it take to broaden access to breakthroughs beyond first …

Evaluating and modeling attribution for cross-lingual question answering

B Muller, J Wieting, JH Clark, T Kwiatkowski… - arXiv preprint arXiv …, 2023 - arxiv.org
Trustworthy answer content is abundant in many high-resource languages and is instantly
accessible through question answering systems, yet this content can be hard to access for …

Steering Large Language Models for Cross-lingual Information Retrieval

P Guo, Y Ren, Y Hu, Y Cao, Y Li, H Huang - Proceedings of the 47th …, 2024 - dl.acm.org
In today's digital age, accessing information across language barriers poses a significant
challenge, with conventional search systems often struggling to interpret and retrieve …

Retrieval-augmented generation in multilingual settings

N Chirkova, D Rau, H Déjean, T Formal… - arXiv preprint arXiv …, 2024 - arxiv.org
Retrieval-augmented generation (RAG) has recently emerged as a promising solution for
incorporating up-to-date or domain-specific knowledge into large language models (LLMs) …

Multilingual Generation and Answering of Questions from Texts and Knowledge Graphs

K Han, C Gardent - The 2023 Conference on Empirical Methods in …, 2023 - hal.science
The ability to bridge Question Generation (QG) and Question Answering (QA) across
structured and unstructured modalities has the potential for aiding different NLP …

Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience

P Guo, Y Hu, Y Cao, Y Ren, Y Li, H Huang - Proceedings of the ACM on …, 2024 - dl.acm.org
In the contemporary digital landscape, search engines play an invaluable role in information
access, yet they often face challenges in Cross-Lingual Information Retrieval (CLIR) …

What are the limits of cross-lingual dense passage retrieval for low-resource languages?

J Wu, Z Ren, S Verberne - arXiv preprint arXiv:2408.11942, 2024 - arxiv.org
In this paper, we analyze the capabilities of the multi-lingual Dense Passage Retriever
(mDPR) for extremely low-resource languages. In the Cross-lingual Open-Retrieval Answer …

Towards Efficient, Customizable, and Communal Natural Language Processing

J Kasai - 2023 - search.proquest.com
I advocate for efficient, customizable, and communal approaches to natural language
processing (NLP) and artificial intelligence (AI), where people with diverse skill levels and …