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05/17/2023
Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation
The language-independency of encoded representations within multilingual...
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05/16/2023
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation
This paper studies the impact of layer normalization (LayerNorm) on zero...
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05/03/2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models
In spite of the potential for ground-breaking achievements offered by la...
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02/16/2023
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation
Large-scale language-agnostic sentence embedding models such as LaBSE (F...
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11/29/2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems
Solving math word problems is the task that analyses the relation of qua...
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10/21/2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
Relation extraction (RE) has achieved remarkable progress with the help ...
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09/21/2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems
To solve Math Word Problems, human students leverage diverse reasoning l...
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05/31/2022
EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning
Massively multilingual sentence representation models, e.g., LASER, SBER...
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05/18/2022
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision
Contrastive pre-training on distant supervision has shown remarkable eff...
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04/26/2022
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?
Word alignment has proven to benefit many-to-many neural machine transla...
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01/20/2022
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation
In the present study, we propose novel sequence-to-sequence pre-training...
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05/28/2021
Lightweight Cross-Lingual Sentence Representation Learning
Large-scale models for learning fixed-dimensional cross-lingual sentence...
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05/07/2020
JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation
Neural machine translation (NMT) needs large parallel corpora for state-...
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01/23/2020