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09/15/2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning
Multilingual semantic search is the task of retrieving relevant contents...
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07/24/2023
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning
Punctuation restoration is an important task in automatic speech recogni...
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07/23/2023
Learning Navigational Visual Representations with Semantic Map Supervision
Being able to perceive the semantics and the spatial structure of the en...
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04/12/2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning
Over the last few years, large language models (LLMs) have emerged as th...
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03/15/2023
PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning
Vulnerability to lexical perturbation is a critical weakness of automati...
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03/13/2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses
The goal of multimodal summarization is to extract the most important in...
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10/12/2022
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos
Livestream videos have become a significant part of online learning, whe...
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10/10/2022
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
Multimedia summarization with multimodal output (MSMO) is a recently exp...
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07/19/2022
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search
Since BERT (Devlin et al., 2018), learning contextualized word embedding...
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05/26/2022
Fine-grained Image Captioning with CLIP Reward
Modern image captioning models are usually trained with text similarity ...
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04/18/2022
Factual Error Correction for Abstractive Summaries Using Entity Retrieval
Despite the recent advancements in abstractive summarization systems lev...
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04/07/2022
MHMS: Multimodal Hierarchical Multimedia Summarization
Multimedia summarization with multimodal output can play an essential ro...
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02/24/2022
CAISE: Conversational Agent for Image Search and Editing
Demand for image editing has been increasing as users' desire for expres...
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10/22/2021
Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models?
Explaining how important each input feature is to a classifier's decisio...
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09/13/2021
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning
In this work, we focus on a more challenging few-shot intent detection s...
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09/11/2021
StreamHover: Livestream Transcript Summarization and Annotation
With the explosive growth of livestream broadcasting, there is an urgent...
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07/04/2021
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline
Since the first end-to-end neural coreference resolution model was intro...
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06/26/2021
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning
Despite the success of various text generation metrics such as BERTScore...
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06/24/2021
Learning by Planning: Language-Guided Global Image Editing
Recently, language-guided global image editing draws increasing attentio...
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04/20/2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
Multilingual models, such as M-BERT and XLM-R, have gained increasing po...
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04/04/2021
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution
Event coreference resolution is an important research problem with many ...
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12/30/2020
Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?
Do state-of-the-art natural language understanding models care about wor...
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11/26/2020
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises
With the renaissance of deep learning, neural networks have achieved pro...
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10/22/2020
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents
Keyphrase extraction is the task of extracting a small set of phrases th...
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10/06/2020
Scene Graph Modification Based on Natural Language Commands
Structured representations like graphs and parse trees play a crucial ro...
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10/05/2020
A Benchmark and Baseline for Language-Driven Image Editing
Language-driven image editing can significantly save the laborious image...
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08/03/2020
PhraseCut: Language-based Image Segmentation in the Wild
We consider the problem of segmenting image regions given a natural lang...
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08/02/2020
Bayesian Optimization for Selecting Efficient Machine Learning Models
The performance of many machine learning models depends on their hyper-p...
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07/07/2020
ISA: An Intelligent Shopping Assistant
Despite the growth of e-commerce, brick-and-mortar stores are still the ...
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06/02/2020
Open-Domain Question Answering with Pre-Constructed Question Spaces
Open-domain question answering aims at solving the task of locating the ...
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05/31/2020
Efficient Deployment of Conversational Natural Language Interfaces over Databases
Many users communicate with chatbots and AI assistants in order to help ...
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05/31/2020
Efficient Deployment ofConversational Natural Language Interfaces over Databases
Many users communicate with chatbots and AI assistants in order to help ...
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05/08/2020
History for Visual Dialog: Do we really need it?
Visual Dialog involves "understanding" the dialog history (what has been...
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05/01/2020
KPQA: A Metric for Generative Question Answering Using Word Weights
For the automatic evaluation of Generative Question Answering (genQA) sy...
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02/16/2020
A Multimodal Dialogue System for Conversational Image Editing
In this paper, we present a multimodal dialogue system for Conversationa...
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02/11/2020
Adjusting Image Attributes of Localized Regions with Low-level Dialogue
Natural Language Image Editing (NLIE) aims to use natural language instr...
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01/23/2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation
Recent works have shown that generative data augmentation, where synthet...
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01/23/2020
Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation
Recent works have shown that generative data augmentation, where synthet...
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11/10/2019
Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser
Attention mechanisms have improved the performance of NLP tasks while pr...
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10/28/2019
A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems
In a task-oriented dialog system, the goal of dialog state tracking (DST...
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09/13/2019
A Gated Self-attention Memory Network for Answer Selection
Answer selection is an important research problem, with applications in ...
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08/24/2019
Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks
In this study, we propose a novel graph neural network, called propagate...
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08/08/2019
Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition
In this paper, we explore various approaches for semi supervised learnin...
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06/18/2019
Expressing Visual Relationships via Language
Describing images with text is a fundamental problem in vision-language ...
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05/30/2019
A Compare-Aggregate Model with Latent Clustering for Answer Selection
In this paper, we propose a novel method for a sentence-level answer-sel...
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03/30/2019
Dance Dance Generation: Motion Transfer for Internet Videos
This work presents computational methods for transferring body movements...
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01/08/2019
Supervised Transfer Learning for Product Information Question Answering
Popular e-commerce websites such as Amazon offer community question answ...
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12/03/2018
A System for Automated Image Editing from Natural Language Commands
This work presents the task of modifying images in an image editing prog...
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04/16/2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
Neural abstractive summarization models have led to promising results in...
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12/04/2017