research
∙
07/31/2023
SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation
Sub-word segmentation is an essential pre-processing step for Neural Mac...
share
research
∙
05/26/2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting
Large language models (LLMs) have achieved impressive performance on var...
research
∙
05/17/2023
Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation
The language-independency of encoded representations within multilingual...
research
∙
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...
research
∙
05/16/2023
Towards Speech Dialogue Translation Mediating Speakers of Different Languages
We present a new task, speech dialogue translation mediating speakers of...
research
∙
05/15/2023
SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation
Dialogue segmentation is a crucial task for dialogue systems allowing a ...
research
∙
05/12/2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning
Numerical reasoning over table-and-text hybrid passages, such as financi...
research
∙
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...
research
∙
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...
research
∙
10/21/2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
Relation extraction (RE) has achieved remarkable progress with the help ...
research
∙
10/13/2022
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision
Previous studies have introduced a weakly-supervised paradigm for solvin...
research
∙
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...
research
∙
05/31/2022
EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning
Massively multilingual sentence representation models, e.g., LASER, SBER...
research
∙
05/18/2022
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision
Contrastive pre-training on distant supervision has shown remarkable eff...
research
∙
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...
research
∙
04/08/2022
Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition
Low resource speech recognition has been long-suffering from insufficien...
research
∙
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...
research
∙
01/20/2022
VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation
Existing multimodal machine translation (MMT) datasets consist of images...
research
∙
11/10/2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
Meta learning with auxiliary languages has demonstrated promising improv...
research
∙
11/08/2021
JaMIE: A Pipeline Japanese Medical Information Extraction System
We present an open-access natural language processing toolkit for Japane...
research
∙
05/28/2021
Lightweight Cross-Lingual Sentence Representation Learning
Large-scale models for learning fixed-dimensional cross-lingual sentence...
research
∙
04/20/2021
Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model
With advances in neural language models, the focus of linguistic stegano...
research
∙
12/05/2020
Modeling and Utilizing User's Internal State in Movie Recommendation Dialogue
Intelligent dialogue systems are expected as a new interface between hum...
research
∙
10/04/2020
Reverse Operation based Data Augmentation for Solving Math Word Problems
Automatically solving math word problems is a critical task in the field...
research
∙
09/16/2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
Joint entity and relation extraction aims to extract relation triplets f...
research
∙
07/28/2020
A System for Worldwide COVID-19 Information Aggregation
The global pandemic of COVID-19 has made the public pay close attention ...
research
∙
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-...
research
∙
01/23/2020
Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation
Sequence-to-sequence (S2S) pre-training using large monolingual data is ...
research
∙
12/26/2019
Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation
Lectures translation is a case of spoken language translation and there ...
research
∙
11/28/2019
Emotion helps Sentiment: A Multi-task Model for Sentiment and Emotion Analysis
In this paper, we propose a two-layered multi-task attention based neura...
research
∙
11/21/2019
Automatically Neutralizing Subjective Bias in Text
Texts like news, encyclopedias, and some social media strive for objecti...
research
∙
09/02/2019
Minimally Supervised Learning of Affective Events Using Discourse Relations
Recognizing affective events that trigger positive or negative sentiment...
research
∙
05/08/2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance
Frequently Asked Question (FAQ) retrieval is an important task where the...
research
∙
05/20/2018
Knowledge-enriched Two-layered Attention Network for Sentiment Analysis
We propose a novel two-layered attention network based on Bidirectional ...
research
∙
10/03/2017
MMCR4NLP: Multilingual Multiway Corpora Repository for Natural Language Processing
Multilinguality is gradually becoming ubiquitous in the sense that more ...
research
∙
02/20/2017
Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages
In this paper, we propose a novel and elegant solution to "Multi-Source ...
research
∙
01/12/2017
An Empirical Comparison of Simple Domain Adaptation Methods for Neural Machine Translation
In this paper, we propose a novel domain adaptation method named "mixed ...
research
∙
12/12/2016
Reading Comprehension using Entity-based Memory Network
This paper introduces a novel neural network model for question answerin...
research
∙
06/07/2016