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08/22/2023
SeamlessM4T-Massively Multilingual Multimodal Machine Translation
What does it take to create the Babel Fish, a tool that can help individ...
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07/17/2023
Multilingual Speech-to-Speech Translation into Multiple Target Languages
Speech-to-speech translation (S2ST) enables spoken communication between...
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06/01/2023
Exploration on HuBERT with Multiple Resolutions
Hidden-unit BERT (HuBERT) is a widely-used self-supervised learning (SSL...
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01/27/2023
Pre-training for Speech Translation: CTC Meets Optimal Transport
The gap between speech and text modalities is a major challenge in speec...
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01/25/2023
A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation
Expressive speech-to-speech translation (S2ST) aims to transfer prosodic...
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11/11/2022
Speech-to-Speech Translation For A Real-world Unwritten Language
We study speech-to-speech translation (S2ST) that translates speech from...
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11/08/2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations
We present SpeechMatrix, a large-scale multilingual corpus of speech-to-...
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10/26/2022
Improving Speech-to-Speech Translation Through Unlabeled Text
Direct speech-to-speech translation (S2ST) is among the most challenging...
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10/21/2022
Named Entity Detection and Injection for Direct Speech Translation
In a sentence, certain words are critical for its semantic. Among them, ...
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05/24/2022
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation
We present a new approach to perform zero-shot cross-modal transfer betw...
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04/11/2022
Unified Speech-Text Pre-training for Speech Translation and Recognition
We describe a method to jointly pre-train speech and text in an encoder-...
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03/14/2022
Efficient Language Modeling with Sparse all-MLP
All-MLP architectures have attracted increasing interest as an alternati...
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12/16/2021
Idiomatic Expression Paraphrasing without Strong Supervision
Idiomatic expressions (IEs) play an essential role in natural language. ...
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12/15/2021
Textless Speech-to-Speech Translation on Real Data
We present a textless speech-to-speech translation (S2ST) system that ca...
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10/15/2021
Direct simultaneous speech to speech translation
We present the first direct simultaneous speech-to-speech translation (S...
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10/15/2021
Incremental Speech Synthesis For Speech-To-Speech Translation
In a speech-to-speech translation (S2ST) pipeline, the text-to-speech (T...
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07/14/2021
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task
In this paper, we describe our end-to-end multilingual speech translatio...
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06/21/2021
Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling
Multi-head attention has each of the attention heads collect salient inf...
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06/07/2021
LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models
Cross-lingual document representations enable language understanding in ...
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05/24/2021
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention
Abusive language is a massive problem in online social platforms. Existi...
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04/15/2021
Demystify Optimization Challenges in Multilingual Transformers
Multilingual Transformer improves parameter efficiency and crosslingual ...
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04/15/2021
Adaptive Sparse Transformer for Multilingual Translation
Multilingual machine translation has attracted much attention recently d...
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04/13/2021
From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation
We study a new application for text generation – idiomatic sentence gene...
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03/31/2021
Self-Supervised Euphemism Detection and Identification for Content Moderation
Fringe groups and organizations have a long history of using euphemisms–...
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10/02/2020
Enriching Word Embeddings with Temporal and Spatial Information
The meaning of a word is closely linked to sociocultural factors that ca...
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05/16/2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
In this paper, we study machine reading comprehension (MRC) on long text...
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05/16/2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehensio
In this paper, we study machine reading comprehension (MRC) on long text...
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10/10/2019
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams
Set expansion aims to expand a small set of seed entities into a complet...
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09/25/2019
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space
Finding the right reviewers to assess the quality of conference submissi...
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07/10/2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia
We present an approach based on multilingual sentence embeddings to auto...
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03/26/2019
Document Similarity for Texts of Varying Lengths via Hidden Topics
Measuring similarity between texts is an important task for several appl...
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03/26/2019
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus
Text style transfer rephrases a text from a source style (e.g., informal...
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01/23/2019
Context-Sensitive Malicious Spelling Error Correction
Misspelled words of the malicious kind work by changing specific keyword...
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05/23/2018
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition
Prepositions are among the most frequent words in English and play compl...
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02/05/2017
Prepositions in Context
Prepositions are highly polysemous, and their variegated senses encode s...
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11/29/2016