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07/26/2022
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
Large-scale multi-modal contrastive pre-training has demonstrated great ...
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05/22/2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
The goal of this work is to build flexible video-language models that ca...
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01/13/2022
CLIP-Event: Connecting Text and Images with Event Structures
Vision-language (V+L) pretraining models have achieved great success in ...
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10/16/2021
Leveraging Knowledge in Multilingual Commonsense Reasoning
Commonsense reasoning (CSR) requires the model to be equipped with gener...
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09/01/2021
Does Knowledge Help General NLU? An Empirical Study
It is often observed in knowledge-centric tasks (e.g., common sense ques...
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12/09/2020
Fusing Context Into Knowledge Graph for Commonsense Reasoning
Commonsense reasoning requires a model to make presumptions about world ...
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10/18/2020
Mixed-Lingual Pre-training for Cross-lingual Summarization
Cross-lingual Summarization (CLS) aims at producing a summary in the tar...
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05/02/2020
Predicting Performance for Natural Language Processing Tasks
Given the complexity of combinations of tasks, languages, and domains in...
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04/04/2020
End-to-End Abstractive Summarization for Meetings
With the abundance of automatic meeting transcripts, meeting summarizati...
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03/19/2020
Boosting Factual Correctness of Abstractive Summarization
A commonly observed problem with abstractive summarization is the distor...
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03/19/2020
Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph
A commonly observed problem with abstractive summarization is the distor...
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10/10/2019
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
Learning multilingual representations of text has proven a successful me...
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03/15/2019
Formality Style Transfer with Hybrid Textual Annotations
Formality style transformation is the task of modifying the formality of...
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02/24/2019
The ARIEL-CMU Systems for LoReHLT18
This paper describes the ARIEL-CMU submissions to the Low Resource Human...
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09/10/2018
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
Cross-lingual transfer of word embeddings aims to establish the semantic...
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05/05/2017