NoiseQA: Challenge Set Evaluation for User-Centric Question Answering

16 February 2021

Abhilasha Ravichander

Papers citing "NoiseQA: Challenge Set Evaluation for User-Centric Question Answering"

24 / 24 papers shown

Title
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering Georgios Sidiropoulos Evangelos Kanoulas RALM 15 0 0 20 Sep 2024
Identifying Shopping Intent in Product QA for Proactive Recommendations B. Fetahu Nachshon Cohen Elad Haramaty L. Lewin-Eytan Oleg Rokhlenko S. Malmasi 25 0 0 09 Apr 2024
ACES: Translation Accuracy Challenge Sets at WMT 2023 Chantal Amrhein Nikita Moghe Liane Guillou ELM 27 3 0 02 Nov 2023
Understanding How to Inform Blind and Low-Vision Users about Data Privacy through Privacy Question Answering Assistants Yuanyuan Feng Abhilasha Ravichander Yaxing Yao Shikun Zhang Rex Chen Shomir Wilson Norman M. Sadeh PILM 11 3 0 12 Oct 2023
Test-Time Adaptation with Perturbation Consistency Learning Yi Su Yixin Ji Juntao Li Hai Ye M. Zhang VLM 27 2 0 25 Apr 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 17 1 0 14 Feb 2023
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study Hai Ye Yuyang Ding Juntao Li Hwee Tou Ng OOD TTA 19 9 0 09 Feb 2023
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 13 0 0 17 Dec 2022
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics Chantal Amrhein Nikita Moghe Liane Guillou ELM 23 22 0 27 Oct 2022
Measures of Information Reflect Memorization Patterns Rachit Bansal Danish Pruthi Yonatan Belinkov 25 8 0 17 Oct 2022
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering Georgios Sidiropoulos Svitlana Vakulenko Evangelos Kanoulas RALM 25 8 0 26 Sep 2022
What do we Really Know about State of the Art NER? Sowmya Vajjala Ramya Balasubramaniam 11 15 0 29 Apr 2022
Ask to Understand: Question Generation for Multi-hop Question Answering Jiawei Li Mucheng Ren Yang Gao Yizhe Yang 11 3 0 17 Mar 2022
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering Guan-Ting Lin Yung-Sung Chuang Ho-Lam Chung Shu-Wen Yang Hsuan-Jui Chen Shuyan Dong Shang-Wen Li Abdel-rahman Mohamed Hung-yi Lee Lin-Shan Lee 28 21 0 09 Mar 2022
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems Manaal Faruqui Dilek Z. Hakkani-Tür 19 21 0 10 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 169 86 0 06 Dec 2021
Noisy Text Data: Achilles' Heel of popular transformer based NLP models Kartikay Bagla Ankit Kumar Shivam Gupta Anuj Gupta 19 5 0 07 Oct 2021
SD-QA: Spoken Dialectal Question Answering for the Real World Fahim Faisal Sharlina Keshava ibn Alam Antonios Anastasopoulos 98 29 0 24 Sep 2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering Fahim Faisal Antonios Anastasopoulos 24 4 0 24 Sep 2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Aditya Gupta Jiacheng Xu Shyam Upadhyay Diyi Yang Manaal Faruqui 27 32 0 08 Jun 2021
SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition Patrick K. O’Neill Vitaly Lavrukhin Somshubra Majumdar Vahid Noroozi Yuekai Zhang ... Keenan Freyberg Michael D. Shulman Boris Ginsburg Shinji Watanabe Georg Kucsko AI4TS 16 59 0 05 Apr 2021
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD 19 11 0 07 Apr 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 202 806 0 13 Sep 2019
Listening while Speaking: Speech Chain by Deep Learning Andros Tjandra S. Sakti Satoshi Nakamura AuLLM 115 165 0 16 Jul 2017