MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark

21 August 2020

Yashar Mehdad

Papers citing "MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark"

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Title
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 74 3 0 03 Mar 2025
Text Clustering as Classification with LLMs Chen Huang Guoxiu He 38 2 0 03 Jan 2025
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman M. Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 68 145 0 27 May 2024
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding Alex Zhuang Ge Zhang Tianyu Zheng Xinrun Du Junjie Wang Weiming Ren Stephen W. Huang Jie Fu Xiang Yue Wenhu Chen LMTD 49 14 0 26 Feb 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 34 55 0 21 Jan 2024
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification Yongxin Huang Kexin Wang Sourav Dutta Raj Nath Patel Goran Glavas Iryna Gurevych VLM 20 4 0 01 Nov 2023
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Hoang Nguyen Ye Liu Chenwei Zhang Tao Zhang Philip S. Yu LRM 26 13 0 23 Oct 2023
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering Ofir Arviv Dmitry Nikolaev Taelin Karidi Omri Abend LRM 38 3 0 20 Oct 2023
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks Jean-Michel Attendu Jean-Philippe Corbeil 38 15 0 05 Jun 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark Michael Joseph Ryan Tarek Naous Wei-ping Xu 31 25 0 25 May 2023
Coverage-based Example Selection for In-Context Learning Shivanshu Gupta Matt Gardner Sameer Singh 31 40 0 24 May 2023
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 44 54 0 24 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 26 38 0 19 May 2023
How Does In-Context Learning Help Prompt Tuning? Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer VLM 38 17 0 22 Feb 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 30 7 0 18 Feb 2023
Distillation of encoder-decoder transformers for sequence labelling M. Farina D. Pappadopulo Anant Gupta Leslie Huang Ozan Irsoy Thamar Solorio VLM 105 3 0 10 Feb 2023
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? Kazuma Hashimoto Iftekhar Naim K. Raman UQLM 29 2 0 21 Dec 2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 34 0 0 15 Dec 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 41 42 0 25 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 28 375 0 13 Oct 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
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Yury Zemlyanskiy Michiel de Jong Joshua Ainslie Panupong Pasupat Peter Shaw Linlu Qiu Sumit Sanghai Fei Sha RALM 136 17 0 29 Sep 2022
GROOT: Corrective Reward Optimization for Generative Sequential Labeling Kazuma Hashimoto K. Raman VLM 19 1 0 29 Sep 2022
TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding Surya Kant Sahu 27 0 0 26 Sep 2022
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning Kartikeya Badola Shachi Dave Partha P. Talukdar CLL KELM 39 7 0 14 Sep 2022
Insights into Pre-training via Simpler Synthetic Tasks Yuhuai Wu Felix Li Percy Liang AIMat 28 20 0 21 Jun 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 16 11 0 25 May 2022
Cross-lingual Lifelong Learning Meryem M'hamdi Xiang Ren Jonathan May CLL 40 8 0 23 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 62 297 0 10 May 2022
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset Stefan Larson Kevin Leach 26 9 0 12 Apr 2022
Reducing Model Jitter: Stable Re-training of Semantic Parsers in Production Environments Christopher Hidey Fei Liu Rahul Goel 32 4 0 10 Apr 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 29 50 0 16 Mar 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
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
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 30 297 0 16 Jan 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 14 666 0 16 Dec 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 132 47 0 16 Oct 2021
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Chenyu You Luo Si Chunyan Miao 45 41 0 14 Oct 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 40 21 0 21 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che 21 56 0 18 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
Tiny Neural Models for Seq2Seq A. Kandoor 28 0 0 07 Aug 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 27 61 0 05 Jun 2021
Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition Shining Liang Ming Gong J. Pei Linjun Shou Wanli Zuo Xianglin Zuo Daxin Jiang 36 34 0 01 Jun 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
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 15 23 0 01 Jan 2021
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
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017