Kevin Duh

Query Decomposition for RAG: Balancing Exploration-Exploitation EACL 2026 An Interdisciplinary Approach to Human-Centered Machine Translation EMNLP 2025 AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025 Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation EMNLP 2025 Whisper-UT: A Unified Translation Framework for Speech and Text EMNLP 2025 Anti-LM Decoding for Zero-shot In-context Machine Translation NAACL 2024 Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models COLING 2024 Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms EACL 2024 SpeechQE: Estimating the Quality of Direct Speech Translation EMNLP 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 A Hyperparameter Optimization Toolkit for Neural Machine Translation Research ACL 2023 An Extensive Exploration of Back-Translation in 60 Languages ACL 2023 AutoML for NLP EACL 2023 Enhancing Video Translation Context with Object Labels ACL 2023 FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN ACL 2023 Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods EMNLP 2023 HK-LegiCoST: Leveraging Non-Verbatim Transcripts for Speech Translation Interspeech 2023 Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA EMNLP 2023 AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages EMNLP 2022 Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022 Findings of the IWSLT 2022 Evaluation Campaign ACL 2022 IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces EMNLP 2022 Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022 Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates EMNLP 2022 Post-Hoc Interpretation of Transformer Hyperparameters with Explainable Boosting Machines EMNLP 2022 The Effects of Language Token Prefixing for Multilingual Machine Translation AACL 2022 Adaptive Mixed Component LDA for Low Resource Topic Modeling EACL 2021 An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces EMNLP 2021 Data and Parameter Scaling Laws for Neural Machine Translation EMNLP 2021 ESPnet-ST IWSLT 2021 Offline Speech Translation System ACL 2021 Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yolóxochitl Mixtec EACL 2021 Machine Translation Believability EACL 2021 Self-Guided Curriculum Learning for Neural Machine Translation ACL 2021 Sequence Models for Computational Etymology of Borrowings ACL 2021 CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task ACL 2020 CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval EMNLP 2020 Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning ACL 2020 Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation ACL 2020 ESPnet-ST: All-in-One Speech Translation Toolkit ACL 2020 When Does Unsupervised Machine Translation Work? EMNLP 2020 AMR Parsing as Sequence-to-Graph Transduction ACL 2019 Broad-Coverage Semantic Parsing as Transduction EMNLP 2019 Comparing Pipelined and Integrated Approaches to Dialectal Arabic Neural Machine Translation NAACL 2019 Curriculum Learning for Domain Adaptation in Neural Machine Translation NAACL 2019 HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation EMNLP 2019 JHU 2019 Robustness Task System Description ACL 2019 JHU System Description for the MADAR Arabic Dialect Identification Shared Task ACL 2019 Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation NAACL 2019 Cross-lingual Decompositional Semantic Parsing EMNLP 2018 Cross-Lingual Learning-to-Rank with Shared Representations NAACL 2018 Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation EMNLP 2018 Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings NAACL 2018 Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation ACL 2018 Stochastic Answer Networks for Machine Reading Comprehension ACL 2018 The JHU/KyotoU Speech Translation System for IWSLT 2018 EMNLP 2018 The JHU Machine Translation Systems for WMT 2018 EMNLP 2018 A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017 An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks IJCNLP 2017 CADET: Computer Assisted Discovery Extraction and Translation IJCNLP 2017 Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework IJCNLP 2017 Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017 MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL 2017 Neural Lattice Search for Domain Adaptation in Machine Translation IJCNLP 2017 Selective Decoding for Cross-lingual Open Information Extraction IJCNLP 2017 Modelling the Interpretation of Discourse Connectives by Bayesian Pragmatics ACL 2016 Modelling the Usage of Discourse Connectives as Rational Speech Acts CoNLL 2016 Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing EMNLP 2016 Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis ACL 2015 Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars NAACL 2015 Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing: Tutorial Abstracts ACL 2015 Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval NAACL 2015 Synthetic Word Parsing Improves Chinese Word Segmentation ACL 2015 Analysis and Prediction of Unalignable Words in Parallel Text EACL 2014 Improving Dependency Parsers with Supertags EACL 2014 On the Elements of an Accurate Tree-to-String Machine Translation System ACL 2014 Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation ACL 2013 Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks EMNLP 2013 Multi-Metric Optimization Using Ensemble Tuning NAACL 2013 Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus CoNLL 2013 What Information is Helpful for Dependency Based Semantic Role Labeling IJCNLP 2013 A Comparative Study of Target Dependency Structures for Statistical Machine Translation ACL 2012 Learning to Translate with Multiple Objectives ACL 2012 Distributed Minimum Error Rate Training of SMT using Particle Swarm Optimization IJCNLP 2011 Extracting Pre-ordering Rules from Predicate-Argument Structures IJCNLP 2011 Generalized Minimum Bayes Risk System Combination IJCNLP 2011 Is Machine Translation Ripe for Cross-Lingual Sentiment Classification? ACL 2011 Automatic Evaluation of Translation Quality for Distant Language Pairs EMNLP 2010 Hierarchical Phrase-based Machine Translation with Word-based Reordering Model COLING 2010 MSS: Investigating the Effectiveness of Domain Combinations and Topic Features for Word Sense Disambiguation SemEval 2010 Beyond Log-Linear Models: Boosted Minimum Error Rate Training for N-best Re-ranking ACL 2008 Lexicon Acquisition for Dialectal Arabic Using Transductive Learning EMNLP 2006 Multilingual Dependency Parsing using Bayes Point Machines NAACL 2006 Proceedings of the COLING/ACL 2006 Student Research Workshop ACL 2006 Jointly Labeling Multiple Sequences: A Factorial HMM Approach ACL 2005 Automatic Learning of Language Model Structure COLING 2004