Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

1 June 2017

Papers citing "Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints"

50 / 90 papers shown

Title
Analyzing Correlations Between Intrinsic and Extrinsic Bias Metrics of Static Word Embeddings With Their Measuring Biases Aligned Taisei Katô Yusuke Miyao 19 0 0 14 Sep 2024
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning Sapan Shah Sreedhar Reddy Pushpak Bhattacharyya 13 0 0 29 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 44 16 0 24 Sep 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
Semantic Specialization for Knowledge-based Word Sense Disambiguation Sakae Mizuki Naoaki Okazaki 21 1 0 22 Apr 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
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Yongqian Li Jiaoyan Chen Hai-Tao Zheng Tianyu Yu Xi Chen Haitao Zheng 14 13 0 20 Nov 2022
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social Media Aiqi Jiang A. Zubiaga 27 3 0 15 Nov 2022
Lexical semantics enhanced neural word embeddings Dongqiang Yang Ning Li Li Zou Hongwei Ma 22 4 0 03 Oct 2022
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity Dongqiang Yang Yanqin Yin 25 3 0 30 Sep 2022
Massively Multilingual Lexical Specialization of Multilingual Transformers Tommaso Green Simone Paolo Ponzetto Goran Glavavs 22 0 0 01 Aug 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 28 34 0 20 May 2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers Malte Ostendorff Till Blume Terry Ruas Bela Gipp Georg Rehm 24 14 0 28 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 17 2 0 15 Mar 2022
AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All Lei Zuo Kun Qian Bowen Yang Zhou Yu 24 14 0 15 Dec 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking Nikita Moghe Mark Steedman Alexandra Birch 30 13 0 28 Sep 2021
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 21 36 0 21 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua-Hong Wu Wanxiang Che 21 56 0 18 Sep 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations Ziyi Yang Yinfei Yang Daniel Cer Eric F. Darve 33 22 0 10 Sep 2021
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations Pedro Colon-Hernandez Yida Xin H. Lieberman Catherine Havasi C. Breazeal Peter Chin GAN KELM 16 2 0 30 Aug 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
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker Yen-Ting Lin Yun-Nung Chen 24 4 0 27 Jan 2021
Intrinsic Bias Metrics Do Not Correlate with Application Bias Seraphina Goldfarb-Tarrant Rebecca Marchant Ricardo Muñoz Sánchez Mugdha Pandya Adam Lopez 19 171 0 31 Dec 2020
Verb Knowledge Injection for Multilingual Event Processing Olga Majewska Ivan Vulić Goran Glavavs E. Ponti Anna Korhonen 24 11 0 31 Dec 2020
Overview of the Ninth Dialog System Technology Challenge: DSTC9 Chulaka Gunasekara Seokhwan Kim L. F. D’Haro Abhinav Rastogi Yun-Nung Chen ... A. Geramifard Satwik Kottur Seungwhan Moon Shivani Poddar R. Subba 42 75 0 12 Nov 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 14 157 0 28 Oct 2020
Conformal retrofitting via Riemannian manifolds: distilling task-specific graphs into pretrained embeddings Justin Dieter Arun Tejasvi Chaganty 8 0 0 09 Oct 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning Max Ryabinin Sergei Popov Liudmila Prokhorenkova Elena Voita 29 7 0 06 Oct 2020
On the Effects of Knowledge-Augmented Data in Word Embeddings Diego Ramirez Echavarria Antonis Bikakis Luke Dickens Rob Miller A. Vlachidis 10 1 0 05 Oct 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu Genta Indra Winata Peng-Tao Xu Zhaojiang Lin Pascale Fung 18 14 0 30 Sep 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 36 59 0 28 Sep 2020
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty CVBM 11 47 0 02 Jun 2020
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources Magdalena Biesialska Bardia Rafieian Marta R. Costa-jussá 23 5 0 20 May 2020
Multidirectional Associative Optimization of Function-Specific Word Representations D. Gerz Ivan Vulić Marek Rei Roi Reichart Anna Korhonen 8 0 0 11 May 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavas 14 56 0 01 May 2020
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries Mozhi Zhang Yoshinari Fujinuma Michael J. Paul Jordan L. Boyd-Graber CLL 14 14 0 01 May 2020
Intuitive Contrasting Map for Antonym Embeddings Igor Samenko Alexey Tikhonov Ivan P. Yamshchikov 11 2 0 27 Apr 2020
BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg Goutham Ramakrishnan AAML SILM 28 540 0 04 Apr 2020
XPersona: Evaluating Multilingual Personalized Chatbot Zhaojiang Lin Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Yejin Bang Etsuko Ishii Pascale Fung 45 57 0 17 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker E. Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 16 82 0 10 Mar 2020
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He VLM KELM 17 12 0 25 Feb 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 27 7 0 17 Jan 2020
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context C. S. Armendariz Matthew Purver Matej Ulčar Senja Pollak Nikola Ljubesic Marko Robnik-Šikonja Mark Granroth-Wilding Kristiina Vaik 16 35 0 11 Dec 2019
Causally Denoise Word Embeddings Using Half-Sibling Regression Zekun Yang Tianlin Liu BDL 11 7 0 24 Nov 2019
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Zihan Liu Genta Indra Winata Zhaojiang Lin Peng-Tao Xu Pascale Fung 15 98 0 21 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 13 196 0 09 Nov 2019
Interactive Refinement of Cross-Lingual Word Embeddings Michelle Yuan Mozhi Zhang Benjamin Van Durme Leah Findlater Jordan L. Boyd-Graber 11 42 0 08 Nov 2019
Ruminating Word Representations with Random Noised Masker Hwiyeol Jo Byoung-Tak Zhang 19 0 0 08 Nov 2019
Scalable Neural Dialogue State Tracking Vevake Balaraman Bernardo Magnini BDL 15 8 0 22 Oct 2019
Domain Transfer in Dialogue Systems without Turn-Level Supervision Joachim Bingel Victor Petrén Bach Hansen Ana Valeria González Paweł Budzianowski Isabelle Augenstein Anders Søgaard OffRL 22 2 0 16 Sep 2019