Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

9 July 2023

Papers citing "Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing"

22 / 22 papers shown

Title
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 66 40 0 19 May 2023
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport Kelly Marchisio Ali Saad-Eldin Kevin Duh Carey Priebe Philipp Koehn OT 49 7 0 25 Oct 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 65 44 0 25 Oct 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing Andrew Rosenbaum Saleh Soltan Wael Hamza Amir Saffari Macro Damonte Isabel Groves 59 32 0 13 Oct 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers Jonas Pfeiffer Naman Goyal Xi Lin Xian Li James Cross Sebastian Riedel Mikel Artetxe LRM 78 143 0 12 May 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding Shining Liang Linjun Shou Jian Pei Ming Gong Wanli Zuo Xianglin Zuo Daxin Jiang 63 7 0 07 May 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding Milan Gritta Ruoyu Hu Ignacio Iacobacci 70 12 0 18 Mar 2022
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding Rob van der Goot Ibrahim Sharaf Aizhan Imankulova Ahmet Üstün Marija Stepanović Alan Ramponi Siti Oryza Khairunnisa Mamoru Komachi Barbara Plank 42 51 0 15 May 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 81 64 0 31 Dec 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 73 90 0 07 Oct 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu Batool Haider Saab Mansour 26 152 0 29 Apr 2020
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings Masoud Jalili Sabet Philipp Dufter François Yvon Hinrich Schütze 62 235 0 18 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 161 973 0 24 Mar 2020
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 143 1,408 0 04 Jun 2019
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Daniel Hershcovich Zohar Aizenbud Leshem Choshen Elior Sulem A. Rappoport Omri Abend 68 36 0 06 Mar 2019
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 54 328 0 31 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 180 3,514 0 19 Aug 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 69 102 0 20 Jun 2018
Universal Semantic Parsing Siva Reddy Oscar Täckström Slav Petrov Mark Steedman Mirella Lapata 41 105 0 10 Feb 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 887 6,787 0 26 Sep 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 433 16,944 0 20 Dec 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 201 4,258 0 04 Jun 2013