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A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1145/1835449.1835482openalex-snapshot

On the existence of obstinate results in vector space models

inferredcites →https://doi.org/10.1609/aaai.v32i1.11992openalex-snapshot

Generalizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations

inferredcites →https://doi.org/10.18653/v1/d16-1250openalex-snapshot

Learning principled bilingual mappings of word embeddings while preserving monolingual invariance

inferredcites →https://doi.org/10.18653/v1/n16-1156openalex-snapshot

Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings

inferredcites →https://doi.org/10.18653/v1/p16-1024openalex-snapshot

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings

inferredcites →https://doi.org/10.18653/v1/p17-1042openalex-snapshot

Learning bilingual word embeddings with (almost) no bilingual data

inferredcites →https://doi.org/10.3115/v1/e14-1049openalex-snapshot

Improving Vector Space Word Representations Using Multilingual Correlation

inferredcites →https://doi.org/10.3115/v1/n15-1104openalex-snapshot

Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation

inferredcites →https://doi.org/10.3115/v1/p15-1027openalex-snapshot

Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning

inferredcites →https://doi.org/10.48550/arxiv.1309.4168openalex-snapshot

Exploiting Similarities among Languages for Machine Translation

inferredcites →https://doi.org/10.48550/arxiv.1507.00825openalex-snapshot

Ridge Regression, Hubness, and Zero-Shot Learning

inferredcites →https://doi.org/10.5281/zenodo.2654863openalex-snapshot

Improving zero-shot learning by mitigating the hubness problem

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Semi-Supervised Knowledge-Enhanced Cross-Lingual Language Model with Mono-Lingual Corpus

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Graph Exploration and Cross-lingual Word Embeddings for Translation Inference Across Dictionaries

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Processing Multilingual Word Embeddings of Indian Languages with Semi-supervised Learning

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Analysis of Unsupervised Statistical Machine Translation Using Cross-Lingual Word Embedding for English–Hindi

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GenreTranslation: Disentangled HyperPrefix and Genre-Contrastive Self-play DPO for Multi-genre Machine Translation

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Functorial Categorical Representation Learning for Formal Symbolic Languages

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Automatic Text Summarization for Low-Resource Settings and Languages: A Survey

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A word embedding-based approach to cross-lingual topic modeling

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Adversarial training with Wasserstein distance for learning cross-lingual word embeddings

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Evaluating cross-lingual textual similarity on dictionary alignment problem

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A large and evolving cognate database

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Manipuri–English comparable corpus for cross-lingual studies

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Label modification and bootstrapping for zero-shot cross-lingual hate speech detection

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Training and evaluation of vector models for Galician

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Simple measures of bridging lexical divergence help unsupervised neural machine translation for low-resource languages

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Typical opinions mining based on Douban film comments in animated movies

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Cross-lingual embeddings with auxiliary topic models

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Multitask learning for multilingual intent detection and slot filling in dialogue systems

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Dual-perspective fusion for word translation enhancement

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Multi-Level Cross-Lingual Transfer Learning With Language Shared and Specific Knowledge for Spoken Language Understanding

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Cross-Lingual Image Caption Generation Based on Visual Attention Model

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Decoding Queries: An In-Depth Survey of Quality Techniques for Question Analysis in Arabic Question Answering Systems

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AZIM: Arabic-Centric Zero-Shot Inference for Multilingual Topic Modeling With Enhanced Performance on Summarized Text

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Cross-Lingual Text Classification of Transliterated Hindi and Malayalam

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Visual Grounding in Video for Unsupervised Word Translation

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Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation

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Unsupervised Pivot-based Neural Machine Translation for English to Kannada

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Supervised Bilingual Word Embeddings for Low-Resource Language Pairs: Myanmar and Thai

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Improving Back-Translation with Iterative Filtering and Data Selection for Sinhala-English NMT

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Monolingual and Parallel Corpora for Kangri Low Resource Language

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A Bilingual Adversarial Autoencoder for Unsupervised Bilingual Lexicon Induction

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Unsupervised Neural Machine Translation With Cross-Lingual Language Representation Agreement

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Learning Cross-Lingual Mappings in Imperfectly Isomorphic Embedding Spaces

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Dual Word Embedding for Robust Unsupervised Bilingual Lexicon Induction

inferred← citeshttps://doi.org/10.1109/taslp.2023.3301208openalex-snapshot

A Novel Unsupervised Approach for Cross-Lingual Word Alignment in Low Isomorphic Embedding Spaces

inferred← citeshttps://doi.org/10.1109/taslpro.2025.3536174openalex-snapshot

Reshaping Word Embedding Space With Monolingual Synonyms for Bilingual Lexicon Induction

inferred← citeshttps://doi.org/10.1109/taslpro.2025.3617233openalex-snapshot

Cross-Lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition

inferred← citeshttps://doi.org/10.1109/tkde.2021.3049654openalex-snapshot

Open Named Entity Modeling From Embedding Distribution

inferred← citeshttps://doi.org/10.1142/s2717554520500149openalex-snapshot

Learning Japanese-English Bilingual Word Embeddings by Using Language Specificity

inferred← citeshttps://doi.org/10.1142/s2717554524500073openalex-snapshot

Embarking on a Preliminary Exploration: Cross-Lingual Embedding in English-Manipuri

inferred← citeshttps://doi.org/10.1142/s2811032323500030openalex-snapshot

A Survey of Cross-Lingual Text Classification and Its Applications on Fake News Detection

inferred← citeshttps://doi.org/10.1145/3292500.3330710openalex-snapshot

Unsupervised Clinical Language Translation

inferred← citeshttps://doi.org/10.1145/3292522.3326021openalex-snapshot

Empowering Borrowers in their Choice of Lenders

inferred← citeshttps://doi.org/10.1145/3331184.3331324openalex-snapshot

Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval

inferred← citeshttps://doi.org/10.1145/3371158.3371219openalex-snapshot

A Study of Efficacy of Cross-lingual Word Embeddings for Indian Languages

inferred← citeshttps://doi.org/10.1145/3389790openalex-snapshot

Iterative Training of Unsupervised Neural and Statistical Machine Translation Systems

inferred← citeshttps://doi.org/10.1145/3394171.3413534openalex-snapshot

Fonts Like This but Happier

inferred← citeshttps://doi.org/10.1145/3397271.3401035openalex-snapshot

Training Effective Neural CLIR by Bridging the Translation Gap

inferred← citeshttps://doi.org/10.1145/3418059openalex-snapshot

Unsupervised Neural Machine Translation for Similar and Distant Language Pairs

inferred← citeshttps://doi.org/10.1145/3442381.3449852openalex-snapshot

Pivot-based Candidate Retrieval for Cross-lingual Entity Linking

inferred← citeshttps://doi.org/10.1145/3491101.3516393openalex-snapshot

Metaphorical Visualization: Mapping Data to Familiar Concepts

inferred← citeshttps://doi.org/10.1145/3535782.3535835openalex-snapshot

Towards Bilingual Word Embedding Models for Engineering

inferred← citeshttps://doi.org/10.1145/3548772openalex-snapshot

Deep Learning in Sentiment Analysis: Recent Architectures

inferred← citeshttps://doi.org/10.1145/3564698openalex-snapshot

Topic-Based Unsupervised and Supervised Dictionary Induction

inferred← citeshttps://doi.org/10.1145/3574130openalex-snapshot

Rule Based Fuzzy Computing Approach on Self-Supervised Sentiment Polarity Classification with Word Sense Disambiguation in Machine Translation for Hindi Language

inferred← citeshttps://doi.org/10.1145/3609222openalex-snapshot

Investigating Unsupervised Neural Machine Translation for Low-resource Language Pair English-Mizo via Lexically Enhanced Pre-trained Language Models

inferred← citeshttps://doi.org/10.1145/3674127openalex-snapshot

Information Retrieval

inferred← citeshttps://doi.org/10.1145/3674127.3674128openalex-snapshot

Preface

inferred← citeshttps://doi.org/10.1145/3674127.3674129openalex-snapshot

Introduction

inferred← citeshttps://doi.org/10.1145/3674127.3674130openalex-snapshot

Neural Information Retrieval

inferred← citeshttps://doi.org/10.1145/3674127.3674131openalex-snapshot

Recommender Systems

inferred← citeshttps://doi.org/10.1145/3674127.3674132openalex-snapshot

Evaluation of IR Systems

inferred← citeshttps://doi.org/10.1145/3674127.3674133openalex-snapshot

Query-driven Search Functionality

inferred← citeshttps://doi.org/10.1145/3674127.3674134openalex-snapshot

Knowledge Graphs and Search

inferred← citeshttps://doi.org/10.1145/3674127.3674135openalex-snapshot

Conversational Search

inferred← citeshttps://doi.org/10.1145/3674127.3674136openalex-snapshot

Cross-language Retrieval

inferred← citeshttps://doi.org/10.1145/3674127.3674137openalex-snapshot

Temporal Extraction and Retrieval

inferred← citeshttps://doi.org/10.1145/3674127.3674138openalex-snapshot

Bias in Retrieval Systems

inferred← citeshttps://doi.org/10.1145/3674127.3674139openalex-snapshot

Privacy in Information Retrieval

inferred← citeshttps://doi.org/10.1145/3674127.3674140openalex-snapshot

eCommerce Search and Discovery

inferred← citeshttps://doi.org/10.1145/3674127.3674141openalex-snapshot

Professional Search

inferred← citeshttps://doi.org/10.1145/3674127.3674142openalex-snapshot

Searching Personal Collections

inferred← citeshttps://doi.org/10.1145/3674127.3702959openalex-snapshot

Audio-based Music Retrieval

inferred← citeshttps://doi.org/10.1145/3674127.3702960openalex-snapshot

IR in Biomedicine

inferred← citeshttps://doi.org/10.1145/3674127.3702961openalex-snapshot

Bibliography

inferred← citeshttps://doi.org/10.1145/3674127.3702962openalex-snapshot

Authors’ Biography/Index

inferred← citeshttps://doi.org/10.1145/3689948openalex-snapshot

Toward Cross-Lingual Social Event Detection with Hybrid Knowledge Distillation

inferred← citeshttps://doi.org/10.1145/3695869openalex-snapshot

Relational Prompt-Based Pre-Trained Language Models for Social Event Detection

inferred← citeshttps://doi.org/10.1145/3700906.3701008openalex-snapshot

Unsupervised Machine Translation Based on Dynamic Adaptive Masking Strategy and Multi-Task Learning

inferred← citeshttps://doi.org/10.1145/3708359.3712110openalex-snapshot

Words as Bridges: Exploring Computational Support for Cross-Disciplinary Translation Work

inferred← citeshttps://doi.org/10.1145/3736410openalex-snapshot

Enhanced Chinese-Vietnamese Cross-Language Event Detection via Aligned Knowledge Event Graph

inferred← citeshttps://doi.org/10.1145/3745238.3745258openalex-snapshot

Research on Enhancing the Efficiency of Computer-Aided Translation Memory Retrieval Based on BERT Pre-trained Model

inferred← citeshttps://doi.org/10.1162/coli_a_00369openalex-snapshot

An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models

inferred← citeshttps://doi.org/10.1162/coli_a_00373openalex-snapshot

Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction

inferred← citeshttps://doi.org/10.1162/coli_a_00374openalex-snapshot

Unsupervised Word Translation with Adversarial Autoencoder

inferred← citeshttps://doi.org/10.1162/coli_a_00391openalex-snapshot

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity

inferred← citeshttps://doi.org/10.1162/tacl_a_00257openalex-snapshot

Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach

inferred← citeshttps://doi.org/10.1162/tacl_a_00288openalex-snapshot

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

inferred← citeshttps://doi.org/10.1162/tacl_a_00294openalex-snapshot

Deep Contextualized Self-training for Low Resource Dependency Parsing

inferred← citeshttps://doi.org/10.1162/tacl_a_00303openalex-snapshot

Improving Candidate Generation for Low-resource Cross-lingual Entity Linking

inferred← citeshttps://doi.org/10.1162/tacl_a_00320openalex-snapshot

Hierarchical Mapping for Crosslingual Word Embedding Alignment

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