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07/12/2023
PolyLM: An Open Source Polyglot Large Language Model
Large language models (LLMs) demonstrate remarkable ability to comprehen...
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05/26/2023
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation
k-Nearest neighbor machine translation (kNN-MT) has attracted increasing...
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05/04/2023
From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Survey
Keyphrase prediction aims to generate phrases (keyphrases) that highly s...
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11/13/2022
WR-ONE2SET: Towards Well-Calibrated Keyphrase Generation
Keyphrase generation aims to automatically generate short phrases summar...
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09/14/2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
This paper aims to improve the performance of text-to-SQL parsing by exp...
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07/16/2021
Know Deeper: Knowledge-Conversation Cyclic Utilization Mechanism for Open-domain Dialogue Generation
End-to-End intelligent neural dialogue systems suffer from the problems ...
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10/20/2020
Bi-directional Cognitive Thinking Network for Machine Reading Comprehension
We propose a novel Bi-directional Cognitive Knowledge Framework (BCKF) f...
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10/09/2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation
As a sequence-to-sequence generation task, neural machine translation (N...
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07/31/2020
On Learning Universal Representations Across Languages
Recent studies have demonstrated the overwhelming advantage of cross-lin...
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04/29/2020