End-to-End Slot Alignment and Recognition for Cross-Lingual NLU

29 April 2020

Papers citing "End-to-End Slot Alignment and Recognition for Cross-Lingual NLU"

29 / 29 papers shown

Title
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond Beomseok Lee Ioan Calapodescu Marco Gaido Matteo Negri Laurent Besacier AuLLM 39 3 0 07 Aug 2024
Reasoning-Enhanced Object-Centric Learning for Videos Jian Li Pu Ren Yang Liu Hao Sun OCL LRM 46 2 0 22 Mar 2024
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 22 3 0 06 Aug 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 36 10 0 26 Jul 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 28 7 0 20 Jun 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 40 13 0 20 Dec 2022
Extrinsic Evaluation of Machine Translation Metrics Nikita Moghe Tom Sherborne Mark Steedman Alexandra Birch ELM 26 18 0 20 Dec 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 127 94 0 06 Oct 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks Oralie Cattan Christophe Servan S. Rosset 27 9 0 19 Jul 2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks Oralie Cattan Sahar Ghannay Christophe Servan Sophie Rosset 36 4 0 19 Jul 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 29 10 0 27 Apr 2022
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset Stefan Larson Kevin Leach 26 9 0 12 Apr 2022
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language Phi Nguyen Van Tung Cao Hoang Dũng Nguyễn Mạnh Q. Minh Long Tran Quoc 32 2 0 15 Mar 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 32 6 0 10 Feb 2022
pNLP-Mixer: an Efficient all-MLP Architecture for Language Francesco Fusco Damian Pascual Peter W. J. Staar Diego Antognini 37 29 0 09 Feb 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 32 28 0 31 Jan 2022
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Ivan Vulić Pei-hao Su Sam Coope D. Gerz Paweł Budzianowski I. Casanueva Nikola Mrkvsić Tsung-Hsien Wen 27 36 0 21 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 36 132 0 16 Sep 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo Linjun Shou J. Pei Ming Gong Mingxing Xu Zhiyong Wu Daxin Jiang 32 5 0 03 Sep 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 26 32 0 17 Apr 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 17 35 0 17 Apr 2021
Intent Detection and Slot Filling for Vietnamese M. Dao Thinh Hung Truong Dat Quoc Nguyen VLM 37 35 0 05 Apr 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 51 41 0 13 Mar 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin Tianbao Xie Wanxiang Che Ting Liu VLM 23 89 0 04 Mar 2021
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 13 23 0 01 Jan 2021
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? Q. Do Judith Gaspers Tobias Röding Melanie Bradford 19 4 0 10 Nov 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 18 107 0 01 Nov 2020
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 49 260 0 05 Sep 2019
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 224 315 0 06 Jun 2016