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07/28/2023
Trie-NLG: Trie Context Augmentation to Improve Personalized Query Auto-Completion for Short and Unseen Prefixes
Query auto-completion (QAC) aims at suggesting plausible completions for...
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05/09/2023
Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
We address the task of machine translation from an extremely low-resourc...
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12/30/2022
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models
The advances in Artificial Intelligence are creating new opportunities t...
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10/12/2022
On Text Style Transfer via Style Masked Language Models
Text Style Transfer (TST) is performable through approaches such as late...
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10/12/2022
Towards Generalized and Explainable Long-Range Context Representation for Dialogue Systems
Context representation is crucial to both dialogue understanding and gen...
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10/01/2022
HyperHawkes: Hypernetwork based Neural Temporal Point Process
Temporal point process serves as an essential tool for modeling time-to-...
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05/04/2022
Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer
Recent studies show that auto-encoder based approaches successfully perf...
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04/07/2022
Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances
Dialogue State Tracking (DST) is primarily evaluated using Joint Goal Ac...
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03/19/2022
Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
Recently, the NLP community has witnessed a rapid advancement in multili...
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03/06/2022
Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification
Online social media works as a source of various valuable and actionable...
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12/21/2021
Supervised Graph Contrastive Pretraining for Text Classification
Contrastive pretraining techniques for text classification has been larg...
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06/03/2021
ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation
Despite the recent advancement in NLP research, cross-lingual transfer f...
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04/03/2021
Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management
Identification and categorization of social media posts generated during...
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01/15/2021
Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts
As the reach of the internet increases, pejorative terms started floodin...
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01/13/2021
Coarse and Fine-Grained Hostility Detection in Hindi Posts using Fine Tuned Multilingual Embeddings
Due to the wide adoption of social media platforms like Facebook, Twitte...
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09/13/2019
