Ivan Vulic

Iryna Gurevych

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Marinela Parovic

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Self-Augmented In-Context Learning for Unsupervised Word Translation.

[BibT_eX]

[DOI]

Yaoyiran Li

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Modular Deep Learning.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation.

[BibT_eX]

[DOI]

Olga Majewska

Edoardo Maria Ponti

Trans. Assoc. Comput. Linguistics, 2023

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2023

On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing.

[BibT_eX]

[DOI]

CoRR, 2023

Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese.

[BibT_eX]

[DOI]

Vésteinn Snæbjarnarson

Annika Simonsen

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Transfer-Free Data-Efficient Multilingual Slot Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Romanization-based Large-scale Adaptation of Multilingual Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models.

[BibT_eX]

[DOI]

Benjamin Minixhofer

Jonas Pfeiffer

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

On Bilingual Lexicon Induction with Large Language Models.

[BibT_eX]

[DOI]

Yaoyiran Li

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Quantifying the Dialect Gap and its Correlates Across Languages.

[BibT_eX]

[DOI]

Anjali Kantharuban

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Can Pretrained Language Models (Yet) Reason Deductively?

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Delving Deeper into Cross-lingual Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Cross-Lingual Transfer with Target Language-Ready Task Adapters.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Nikita Moghe

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation.

[BibT_eX]

[DOI]

Benjamin Minixhofer

Jonas Pfeiffer

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Translation-Enhanced Multilingual Text-to-Image Generation.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2022

On cross-lingual retrieval with multilingual text encoders.

[BibT_eX]

[DOI]

Inf. Retr. J., 2022

Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders.

[BibT_eX]

[DOI]

CoRR, 2022

Improved and Efficient Conversational Slot Labeling through Question Answering.

[BibT_eX]

[DOI]

CoRR, 2022

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog.

[BibT_eX]

[DOI]

Chia-Chien Hung

Anne Lauscher

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Iñigo Casanueva

Pawel Budzianowski

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders.

[BibT_eX]

[DOI]

Iñigo Casanueva

Avishek Mondal

Pawel Budzianowski

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Prix-LM: Pretraining for Multilingual Knowledge Base Construction.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Natural Language Processing for Multilingual Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

xGQA: Cross-Lingual Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Improving Word Translation via Two-Stage Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Composable Sparse Fine-Tuning for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2021

Trustworthy Wireless Sensor Networks for Monitoring Humidity and Moisture Environments.

[BibT_eX]

[DOI]

Sensors, 2021

Modelling Latent Translations for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

CoRR, 2021

AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2021

Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Jasper J. F. van den Bosch

CoRR, 2021

Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders.

[BibT_eX]

[DOI]

CoRR, 2021

Semantic Data Set Construction from Human Clustering and Spatial Arrangement.

[BibT_eX]

[DOI]

Olga Majewska

Diana McCarthy

Nikolaus Kriegeskorte

Comput. Linguistics, 2021

ConVEx: Data-Efficient and Few-Shot Slot Labeling.

[BibT_eX]

[DOI]

Matthew Henderson

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multilingual and Cross-Lingual Intent Detection from Spoken Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2021

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

LexFit: Lexical Fine-Tuning of Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Verb Knowledge Injection for Multilingual Event Processing.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Analogy Training Multilingual Encoders.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Wireless Sensor Network in Agriculture: Model of Cyber Security.

[BibT_eX]

[DOI]

Sensors, 2020

Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Marko Vidoni

CoRR, 2020

Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation.

[BibT_eX]

[DOI]

CoRR, 2020

From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient Intent Detection with Dual Sentence Encoders.

[BibT_eX]

[DOI]

CoRR, 2020

Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Comput. Linguistics, 2020

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

SemEval-2020 Task 3: Graded Word Similarity in Context.

[BibT_eX]

[DOI]

Carlos Santos Armendariz

Mohammad Taher Pilehvar

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces.

[BibT_eX]

[DOI]

Jasper J. F. van den Bosch

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction.

[BibT_eX]

[DOI]

Olga Majewska

Diana McCarthy

Nikolaus Kriegeskorte

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Are All Good Word Vector Spaces Isomorphic?

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Probing Pretrained Language Models for Lexical Semantics.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

AdapterHub: A Framework for Adapting Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

ConveRT: Efficient and Accurate Conversational Representations from Transformers.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Emergent Communication Pretraining for Few-Shot Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages.

[BibT_eX]

[DOI]

Mladen Karan

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Multidirectional Associative Optimization of Function-Specific Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces.

[BibT_eX]

[DOI]

Anne Lauscher

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Cross-Lingual Word Embeddings

[BibT_eX]

[DOI]

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02171-8, 2019

A Survey of Cross-lingual Word Embedding Models.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2019

Classification as an approach to public key infrastructure requirements analysis.

[BibT_eX]

[DOI]

Radomir Prodanovic

IET Softw., 2019

Informing Unsupervised Pretraining with External Linguistic Knowledge.

[BibT_eX]

[DOI]

CoRR, 2019

A Repository of Conversational Datasets.

[BibT_eX]

[DOI]

Pei-Hao Su

CoRR, 2019

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing.

[BibT_eX]

[DOI]

Comput. Linguistics, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Specializing Distributional Vectors of All Words for Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

A Systematic Study of Leveraging Subword Information for Learning Word Representations.

[BibT_eX]

[DOI]

Yi Zhu

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Data Collection and End-to-End Learning for Conversational AI.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Cross-lingual Semantic Specialization via Lexical Relation Induction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Zero-shot Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking.

[BibT_eX]

[DOI]

Pei-Hao Su

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Semantic Specialization of Distributional Word Vectors.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Pawel Budzianowski

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2019

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Multilingual and Cross-Lingual Graded Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Unsupervised Cross-Lingual Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

Training Neural Response Selection for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Pei-Hao Su

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages.

[BibT_eX]

[DOI]

Zeljko Agic

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2018

Investigating the cross-lingual translatability of VerbNet-style classification.

[BibT_eX]

[DOI]

Lang. Resour. Evaluation, 2018

A deep learning approach to bilingual lexicon induction in the biomedical domain.

[BibT_eX]

[DOI]

Geert Heyman

BMC Bioinform., 2018

Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation.

[BibT_eX]

[DOI]

Proceedings of The Third Workshop on Representation Learning for NLP, 2018

Specialising Word Vectors for Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Deep Learning for Conversational AI.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Explicit Retrofitting of Distributional Word Vectors.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

On the Limitations of Unsupervised Bilingual Dictionary Induction.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Guy Rotman

Roi Reichart

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Scoring Lexical Entailment with a Supervised Directional Similarity Network.

[BibT_eX]

[DOI]

Marek Rei

Daniela Gerz

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Fully Statistical Neural Belief Tracking.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.

[BibT_eX]

[DOI]

CoRR, 2017

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment.

[BibT_eX]

[DOI]

Comput. Linguistics, 2017

Decoding Sentiment from Distributed Representations of Sentences.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity.

[BibT_eX]

[DOI]

Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Long papers, Montpellier, France, September 19, 2017

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Cross-Lingual Syntactically Informed Distributed Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations.

[BibT_eX]

[DOI]

Geert Heyman

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation.

[BibT_eX]

[DOI]

Douwe Kiela

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Bilingual Distributed Word Representations from Document-Aligned Comparable Data.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2016

Latent Dirichlet allocation for linking user-generated content and e-commerce data.

[BibT_eX]

[DOI]

Inf. Sci., 2016

C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content.

[BibT_eX]

[DOI]

Geert Heyman

Data Min. Knowl. Discov., 2016

Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations.

[BibT_eX]

[DOI]

CoRR, 2016

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Survey on the Use of Typological Information in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Multi-Modal Representations for Improved Bilingual Lexicon Learning.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations?

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2015

Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Visual Bilingual Lexicon Induction with Transferred ConvNet Features.

[BibT_eX]

[DOI]

Douwe Kiela

Stephen Clark

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Semantic Role Labeling of Speech Transcripts.

[BibT_eX]

[DOI]

Niraj Shrestha

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Exploiting Image Generality for Lexical Entailment Detection.

[BibT_eX]

[DOI]

2014

Unsupervised Algorithms for Cross-Lingual Text Analysis, Translation Mining, and Information Retrieval (Algoritmen voor ongesuperviseerde cross-linguale tekstanalyse, het identificeren van vertalingen en informatieontsluiting).

[BibT_eX]

[DOI]

PhD thesis, 2014

Multilingual probabilistic topic modeling and its applications in web mining and search.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

TermWise: A CAT-tool with Context-Sensitive Terminological Support.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora.

[BibT_eX]

[DOI]

Wim De Smet

Inf. Retr., 2013

Named Entity Recognition in Broadcast News Using Similar Written Texts.

[BibT_eX]

[DOI]

Niraj Shrestha

Proceedings of the Recent Advances in Natural Language Processing, 2013

Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

An IR-Inspired Approach to Recovering Named Entity Tags in Broadcast News.

[BibT_eX]

[DOI]

Niraj Shrestha

Proceedings of the Multidisciplinary Information Retrieval, 2013

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else).

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2013

Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2013

Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops.

[BibT_eX]

[DOI]

Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013

I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops.

[BibT_eX]

[DOI]

Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, 2013

2012

Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge.

[BibT_eX]

[DOI]

Proceedings of the EACL 2012, 2012

Skip N-grams and Ranking Functions for Predicting Script Events.

[BibT_eX]

[DOI]

Proceedings of the EACL 2012, 2012

Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction.

[BibT_eX]

[DOI]

Proceedings of the COLING 2012, 2012

2011

Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpus.

[BibT_eX]

[DOI]

Wim De Smet

Proceedings of the Information Retrieval Technology, 2011

Identifying Word Translations from Comparable Corpora Using Latent Topic Models.

[BibT_eX]

[DOI]

Wim De Smet