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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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02/17/2023
Towards Fine-Grained Information: Identifying the Type and Location of Translation Errors
Fine-grained information on translation errors is helpful for the transl...
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11/25/2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
Neural machine translation (NMT) is often criticized for failures that h...
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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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10/18/2022
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task
In this paper, we present our submission to the sentence-level MQM bench...
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10/18/2022
Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task
In this report, we present our submission to the WMT 2022 Metrics Shared...
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08/11/2022
Draft, Command, and Edit: Controllable Text Editing in E-Commerce
Product description generation is a challenging and under-explored task....
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05/08/2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
Recent literature focuses on utilizing the entity information in the sen...
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05/05/2022
Dangling-Aware Entity Alignment with Mixed High-Order Proximities
We study dangling-aware entity alignment in knowledge graphs (KGs), whic...
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04/28/2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation
Attribute-based Controlled Text Generation (CTG) refers to generating se...
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04/28/2022
Attention Mechanism with Energy-Friendly Operations
Attention mechanism has become the dominant module in natural language p...
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04/28/2022
RoBLEURT Submission for the WMT2021 Metrics Task
In this paper, we present our submission to Shared Metrics Task: RoBLEUR...
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04/28/2022
UniTE: Unified Translation Evaluation
Translation quality evaluation plays a crucial role in machine translati...
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03/01/2022
RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation
Beam search is the most widely used decoding method for neural machine t...
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12/15/2021
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation
Generative commonsense reasoning requires machines to generate sentences...
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11/03/2021
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval
Interactive and non-interactive model are the two de-facto standard fram...
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06/11/2021
Towards User-Driven Neural Machine Translation
A good translation should not only translate the original content semant...
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06/11/2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation
A well-known limitation in pretrain-finetune paradigm lies in its inflex...
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10/26/2020
Exploiting Neural Query Translation into Cross Lingual Information Retrieval
As a crucial role in cross-language information retrieval (CLIR), query ...
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10/26/2020
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval
Query translation (QT) is a key component in cross-lingual information r...
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10/09/2020
Self-Paced Learning for Neural Machine Translation
Recent studies have proven that the training of neural machine translati...
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12/11/2019
Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling
As a special machine translation task, dialect translation has two main ...
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11/22/2019
Neuron Interaction Based Representation Composition for Neural Machine Translation
Recent NLP studies reveal that substantial linguistic information can be...
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06/03/2019
Assessing the Ability of Self-Attention Networks to Learn Word Order
Self-attention networks (SAN) have attracted a lot of interests due to t...
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04/05/2019
Convolutional Self-Attention Networks
Self-attention networks (SANs) have drawn increasing interest due to the...
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04/05/2019
Information Aggregation for Multi-Head Attention with Routing-by-Agreement
Multi-head attention is appealing for its ability to jointly extract dif...
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04/05/2019
Modeling Recurrence for Transformer
Recently, the Transformer model that is based solely on attention mechan...
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02/15/2019
Context-Aware Self-Attention Networks
Self-attention model have shown its flexibility in parallel computation ...
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10/31/2018
Convolutional Self-Attention Network
Self-attention network (SAN) has recently attracted increasing interest ...
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10/24/2018
Multi-Head Attention with Disagreement Regularization
Multi-head attention is appealing for the ability to jointly attend to i...
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10/24/2018
Modeling Localness for Self-Attention Networks
Self-attention networks have proven to be of profound value for its stre...
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07/17/2017
