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06/13/2023
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification
This article investigates the knowledge transfer from the RuQTopics data...
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01/09/2023
Active Learning for Abstractive Text Summarization
Construction of human-curated annotated datasets for abstractive text su...
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11/12/2022
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding
Human intelligence can remarkably adapt quickly to new tasks and environ...
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11/01/2022
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions
The adoption of pre-trained language models to generate action plans for...
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07/27/2022
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes
In many sequential tasks, a model needs to remember relevant events from...
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05/27/2022
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022
Human intelligence has the remarkable ability to adapt to new tasks and ...
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05/05/2022
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021
Human intelligence has the remarkable ability to quickly adapt to new ta...
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05/04/2022
Knowledge Distillation of Russian Language Models with Reduction of Vocabulary
Today, transformer language models serve as a core component for majorit...
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10/13/2021
NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment
Human intelligence has the remarkable ability to adapt to new tasks and ...
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09/13/2021
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
Enabling open-domain dialogue systems to ask clarifying questions when a...
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07/21/2021
Multi-Stream Transformers
Transformer-based encoder-decoder models produce a fused token-wise repr...
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01/31/2021
Short Text Clustering with Transformers
Recent techniques for the task of short text clustering often rely on wo...
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09/23/2020
ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)
This document presents a detailed description of the challenge on clarif...
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02/05/2020
Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker
Dialogue State Tracking (DST) is a core component of virtual assistants ...
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10/09/2019
Loss Landscape Sightseeing with Multi-Point Optimization
We present multi-point optimization: an optimization technique that allo...
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10/09/2019
Loss Surface Sightseeing by Multi-Point Optimization
We present multi-point optimization: an optimization technique that allo...
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01/31/2019
The Second Conversational Intelligence Challenge (ConvAI2)
We describe the setting and results of the ConvAI2 NeurIPS competition t...
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04/14/2012