Language Model is All You Need: Natural Language Understanding as Question Answering

5 November 2020

Mahdi Namazifar

Alexandros Papangelis

Gökhan Tür

Dilek Z. Hakkani-Tür

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Papers citing "Language Model is All You Need: Natural Language Understanding as Question Answering"

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Title
PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation Junjie Huang Quanyan Zhu 27 16 0 25 Jul 2024
Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange Ankit Satpute Noah Giessing André Greiner-Petter M. Schubotz O. Teschke Akiko Aizawa Bela Gipp ELM LRM 26 19 0 30 Mar 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 22 6 0 21 Mar 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU E. Razumovskaia Goran Glavas Anna Korhonen Ivan Vulić LRM 24 2 0 16 Nov 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 17 4 0 03 Oct 2023
EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System Chengjie Lu Qinghua Xu T. Yue Sajid Ali T. Schwitalla J. Nygaard 20 9 0 06 Sep 2023
Metacognitive Prompting Improves Understanding in Large Language Models Yuqing Wang Yun Zhao ReLM LRM 31 24 0 10 Aug 2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data Guangzhi Sun C. Zhang Ivan Vulić Paweł Budzianowski P. Woodland 26 6 0 04 Jul 2023
Transferring Visual Attributes from Natural Language to Verified Image Generation Rodrigo Valerio João Bordalo Michal Yarom Yonattan Bitton Idan Szpektor João Magalhães 29 5 0 24 May 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling E. Razumovskaia Ivan Vulić Anna Korhonen 27 2 0 22 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 33 69 0 17 May 2023
Multi-Modal Deep Learning for Credit Rating Prediction Using Text and Numerical Data Streams M. Tavakoli Rohitash Chandra Fengrui Tian Cristián Bravo 19 8 0 21 Apr 2023
CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mehrdad Rafiepour J. S. Sartakhti ViT 21 21 0 19 Mar 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Sungjin Lee Devamanyu Hazarika Mahdi Namazifar Di Jin Yang Liu Dilek Z. Hakkani-Tür 24 35 0 10 Feb 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 19 13 0 20 Dec 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering Wenting Zhao Konstantine Arkoudas Weiqiong Sun Claire Cardie 19 13 0 04 May 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 17 10 0 27 Apr 2022
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues Ssu Chiu Maolin Li Yen-Ting Lin Yun-Nung (Vivian) Chen 24 31 0 22 Apr 2022
Improved and Efficient Conversational Slot Labeling through Question Answering Gabor Fuisz Ivan Vulić Samuel Gibbons I. Casanueva Paweł Budzianowski 14 11 0 05 Apr 2022
Towards Textual Out-of-Domain Detection without In-Domain Labels Di Jin Shuyang Gao Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 13 18 0 22 Mar 2022
Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers Stefan Haller Adina Aldea C. Seifert N. Strisciuglio 14 39 0 11 Mar 2022
Robust Dialogue State Tracking with Weak Supervision and Sparse Data Michael Heck Nurul Lubis Carel van Niekerk Shutong Feng Christian Geishauser Hsien-Chin Lin Milica Gavsić 6 17 0 07 Feb 2022
Description-Driven Task-Oriented Dialog Modeling Jeffrey Zhao Raghav Gupta Yuan Cao Dian Yu Mingqiu Wang Harrison Lee Abhinav Rastogi Izhak Shafran Yonghui Wu 46 64 0 21 Jan 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 55 1,029 0 01 Nov 2021
Few-Shot Bot: Prompt-Based Learning for Dialogue Systems Andrea Madotto Zhaojiang Lin Genta Indra Winata Pascale Fung 40 81 0 15 Oct 2021
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking Zhaojiang Lin Bing-Quan Liu Seungwhan Moon Paul A. Crook Zhenpeng Zhou Zhiguang Wang Zhou Yu Andrea Madotto Eunjoon Cho R. Subba 30 90 0 10 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 18 32 0 17 Apr 2021
Word frequency-rank relationship in tagged texts A. Chacoma Damián H. Zanette 8 1 0 07 Feb 2021
mForms : Multimodal Form-Filling with Question Answering Larry Heck S. Heck Anirudh S. Sundar 48 6 0 24 Nov 2020