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Graham Neubig

331 papers · 2011–2026 · 16 conferences · across top CS/AI conferences

Achievements

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+20 more ↓ πŸ—ΊοΈ Taxonomy Completionist (43) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🐣 Hot Topic Early Bird
🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (11) 🏠 Conference Loyalist (88) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (26) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (48) 🌱 Topic Pioneer ⚑ Prolific Year (37) ❓ The Questioner (16) πŸ—ƒοΈ Keyword Collector (153) πŸš€ Conference Pioneer πŸ’Ž Century Club (327) πŸ”₯ Unstoppable (16) πŸ“ˆ Trend Setter

Conferences

ACL (90) EMNLP (85) NAACL (43) ICLR (27) IJCNLP (16) ICML (15) EACL (12) NIPS (12) INTERSPEECH (10) COLING (7) AAAI (5) CONLL (4) CVPR (2) AACL (1) ECCV (1) WACV (1)

Research topics

Papers

Massively Multilingual Joint Segmentation and Glossing ACL 2026 Unsupervised Discovery of Long-Term Spatiotemporal Periodic Workflows in Human Activities WACV 2026 CAIRE: Cultural Attribution of Images with Retrieval EACL 2026 Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026 Coding Agents with Multimodal Browsing are Generalist Problem Solvers EACL 2026 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025 Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions EMNLP 2025 In-Context Learning with Long-Context Models: An In-Depth Exploration NAACL 2025 Towards Automatic Evaluation for Image Transcreation NAACL 2025 The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models NAACL 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length NAACL 2025 JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation NAACL 2025 Stereotype or Personalization? User Identity Biases Chatbot Recommendations ACL 2025 Beyond Browsing: API-Based Web Agents ACL 2025 Synthetic Data in the Era of Large Language Models ACL 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models ACL 2025 MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025 Demystifying Long Chain-of-Thought Reasoning ICML 2025 Agent Workflow Memory ICML 2025 Overtrained Language Models Are Harder to Fine-Tune ICML 2025 Training Software Engineering Agents and Verifiers with SWE-Gym ICML 2025 RAGGED: Towards Informed Design of Scalable and Stable RAG Systems ICML 2025 MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025 Evaluating Language Models as Synthetic Data Generators ACL 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents ICLR 2025 Repetition Improves Language Model Embeddings ICLR 2025 Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages ICLR 2025 Better Instruction-Following Through Minimum Bayes Risk ICLR 2025 Harnessing Webpage UIs for Text-Rich Visual Understanding ICLR 2025 AutoPresent: Designing Structured Visuals from Scratch CVPR 2025 CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025 Language Modeling with Editable External Knowledge NAACL 2025 What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025 CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation NAACL 2025 ESPnet-SpeechLM: An Open Speech Language Model Toolkit NAACL 2025 VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks ACL 2024 Wav2Gloss: Generating Interlinear Glossed Text from Speech ACL 2024 MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures NIPS 2024 Divergences between Language Models and Human Brains NIPS 2024 Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NIPS 2024 Instruction-tuned Language Models are Better Knowledge Learners ACL 2024 CMU’s IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness ACL 2024 CMU’s IWSLT 2024 Simultaneous Speech Translation System ACL 2024 GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text EMNLP 2024 Synthetic Multimodal Question Generation EMNLP 2024 Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024 Learning Performance-Improving Code Edits ICLR 2024 WebArena: A Realistic Web Environment for Building Autonomous Agents ICLR 2024 SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents ICLR 2024 SOTOPIA-Ο€: Interactive Learning of Socially Intelligent Language Agents ACL 2024 TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks ICML 2024 Evaluating Text-to-Visual Generation with Image-to-Text Generation ECCV 2024 Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach EACL 2024 Alignment for Honesty NIPS 2024 DeMuX: Data-efficient Multilingual Learning NAACL 2024 Program-Aided Reasoners (Better) Know What They Know NAACL 2024 NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples NIPS 2024 Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models EMNLP 2024 VIMI: Grounding Video Generation through Multi-modal Instruction EMNLP 2024 An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance EMNLP 2024 EXCALIBUR: Encouraging and Evaluating Embodied Exploration CVPR 2023 Why do Nearest Neighbor Language Models Work? ICML 2023 Cross-Modal Fine-Tuning: Align then Refine ICML 2023 PAL: Program-aided Language Models ICML 2023 AANG : Automating Auxiliary Learning ICLR 2023 DocPrompting: Generating Code by Retrieving the Docs ICLR 2023 Mega: Moving Average Equipped Gated Attention ICLR 2023 DiffusER: Diffusion via Edit-based Reconstruction ICLR 2023 Computational Language Acquisition with Theory of Mind ICLR 2023 Unlimiformer: Long-Range Transformers with Unlimited Length Input NIPS 2023 When Does Translation Require Context? A Data-driven, Multilingual Exploration ACL 2023 DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ACL 2023 Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023 Multi-lingual and Multi-cultural Figurative Language Understanding ACL 2023 Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023 NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023 Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction ACL 2023 SigMoreFun Submission to the SIGMORPHON Shared Task on Interlinear Glossing ACL 2023 Syntax and Semantics Meet in the β€œMiddle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity ACL 2023 Improving Factuality of Abstractive Summarization via Contrastive Reward Learning ACL 2023 The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation EMNLP 2023 ChatGPT MT: Competitive for High- (but Not Low-) Resource Languages EMNLP 2023 It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk EMNLP 2023 T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics EMNLP 2023 Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning EMNLP 2023 Execution-Based Evaluation for Open-Domain Code Generation EMNLP 2023 Prompt2Model: Generating Deployable Models from Natural Language Instructions EMNLP 2023 Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting EMNLP 2023 GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023 CTC Alignments Improve Autoregressive Translation EACL 2023 MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages EACL 2023 A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models EACL 2023 CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code EMNLP 2023 Active Retrieval Augmented Generation EMNLP 2023 Towards a Unified View of Parameter-Efficient Transfer Learning ICLR 2022 Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ICML 2022 Symmetric Machine Theory of Mind ICML 2022 Building African Voices INTERSPEECH 2022 OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering NAACL 2022 Quality-Aware Decoding for Neural Machine Translation NAACL 2022 Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022 Table Retrieval May Not Necessitate Table-specific Model Design NAACL 2022 Hierarchical Control of Situated Agents through Natural Language NAACL 2022 The SUMEval 2022 Shared Task on Performance Prediction of Multilingual Pre-trained Language Models AACL 2022 Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations AAAI 2022 Interpreting Language Models with Contrastive Explanations EMNLP 2022 Language Models of Code are Few-Shot Commonsense Learners EMNLP 2022 DEEP: DEnoising Entity Pre-training for Neural Machine Translation ACL 2022 BRIO: Bringing Order to Abstractive Summarization ACL 2022 Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022 Systematic Inequalities in Language Technology Performance across the World’s Languages ACL 2022 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ACL 2022 DataLab: A Platform for Data Analysis and Intervention ACL 2022 Breaking Down Multilingual Machine Translation ACL 2022 CMU’s IWSLT 2022 Dialect Speech Translation System ACL 2022 Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer EMNLP 2022 Paraphrastic Representations at Scale EMNLP 2022 Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022 He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues EMNLP 2022 Learning to Model Editing Processes EMNLP 2022 English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings EMNLP 2022 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022 Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022 Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022 KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022 On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022 Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022 Learning to Scaffold: Optimizing Model Explanations for Teaching NIPS 2022 Capturing Structural Locality in Non-parametric Language Models ICLR 2022 Distributionally Robust Models with Parametric Likelihood Ratios ICLR 2022 Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative ICLR 2022 Towards More Fine-grained and Reliable NLP Performance Prediction EACL 2021 BARTScore: Evaluating Generated Text as Text Generation NIPS 2021 CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ACL 2021 Do Context-Aware Translation Models Pay the Right Attention? ACL 2021 Measuring and Increasing Context Usage in Context-Aware Machine Translation ACL 2021 ExplainaBoard: An Explainable Leaderboard for NLP ACL 2021 Detecting Hallucinated Content in Conditional Neural Sequence Generation ACL 2021 Dependency Induction Through the Lens of Visual Perception CONLL 2021 Word Alignment by Fine-tuning Embeddings on Parallel Corpora EACL 2021 AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021 Distributionally Robust Multilingual Machine Translation EMNLP 2021 Efficient Nearest Neighbor Language Models EMNLP 2021 When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection EMNLP 2021 Evaluating the Morphosyntactic Well-formedness of Generated Texts EMNLP 2021 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021 Dependency Induction Through the Lens of Visual Perception EMNLP 2021 Phrase-level Active Learning for Neural Machine Translation EMNLP 2021 Modeling the Second Player in Distributionally Robust Optimization ICLR 2021 Learning Structural Edits via Incremental Tree Transformations ICLR 2021 Meta Back-Translation ICLR 2021 Examining and Combating Spurious Features under Distribution Shift ICML 2021 Few-shot Language Coordination by Modeling Theory of Mind ICML 2021 CitationIE: Leveraging the Citation Graph for Scientific Information Extraction IJCNLP 2021 Do Context-Aware Translation Models Pay the Right Attention? IJCNLP 2021 Measuring and Increasing Context Usage in Context-Aware Machine Translation IJCNLP 2021 ExplainaBoard: An Explainable Leaderboard for NLP IJCNLP 2021 Detecting Hallucinated Content in Conditional Neural Sequence Generation IJCNLP 2021 Phoneme Recognition Through Fine Tuning of Phonetic Representations: A Case Study on Luhya Language Varieties INTERSPEECH 2021 Multi-view Subword Regularization NAACL 2021 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning NAACL 2021 Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models NAACL 2021 Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention NAACL 2021 Explicit Alignment Objectives for Multilingual Bidirectional Encoders NAACL 2021 On Learning Text Style Transfer with Direct Rewards NAACL 2021 GSum: A General Framework for Guided Neural Abstractive Summarization NAACL 2021 Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas NAACL 2021 Should All Cross-Lingual Embeddings Speak English? ACL 2020 NeuSpell: A Neural Spelling Correction Toolkit EMNLP 2020 Weakly- and Semi-supervised Evidence Extraction EMNLP 2020 A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos EMNLP 2020 Differentiable Reasoning over a Virtual Knowledge Base ICLR 2020 A Probabilistic Formulation of Unsupervised Text Style Transfer ICLR 2020 Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ICLR 2020 Understanding Knowledge Distillation in Non-autoregressive Machine Translation ICLR 2020 Interpretable Multi-dataset Evaluation for Named Entity Recognition EMNLP 2020 TICO-19: the Translation Initiative for COvid-19 EMNLP 2020 Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020 Predicting Performance for Natural Language Processing Tasks ACL 2020 Balancing Training for Multilingual Neural Machine Translation ACL 2020 TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL 2020 Soft Gazetteers for Low-Resource Named Entity Recognition ACL 2020 Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ACL 2020 Learning to Deceive with Attention-Based Explanations ACL 2020 Weight Poisoning Attacks on Pretrained Models ACL 2020 Generalizing Natural Language Analysis through Span-relation Representations ACL 2020 Politeness Transfer: A Tag and Generate Approach ACL 2020 Latent Relation Language Models AAAI 2020 X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020 OCR Post Correction for Endangered Language Texts EMNLP 2020 Dynamic Data Selection and Weighting for Iterative Back-Translation EMNLP 2020 Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation EMNLP 2020 What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020 Endangered Languages meet Modern NLP COLING 2020 Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations COLING 2020 XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation ICML 2020 Optimizing Data Usage via Differentiable Rewards ICML 2020 Automatic Extraction of Rules Governing Morphological Agreement EMNLP 2020 Merging Weak and Active Supervision for Semantic Parsing AAAI 2020 A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020 Re-evaluating Evaluation in Text Summarization EMNLP 2020 Transliteration for Cross-Lingual Morphological Inflection ACL 2020 Findings of the Fourth Workshop on Neural Generation and Translation ACL 2020 Learning Sparse Prototypes for Text Generation NIPS 2020 Competence-based Curriculum Learning for Neural Machine Translation NAACL 2019 Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation NAACL 2019 Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL 2019 Choosing Transfer Languages for Cross-Lingual Learning ACL 2019 Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019 Self-Attentional Models for Lattice Inputs ACL 2019 Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019 Are Sixteen Heads Really Better than One? NIPS 2019 Mitigating Noisy Inputs for Question Answering INTERSPEECH 2019 A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers IJCNLP 2019 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow IJCNLP 2019 A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text IJCNLP 2019 Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings IJCNLP 2019 Pushing the Limits of Low-Resource Morphological Inflection IJCNLP 2019 Handling Syntactic Divergence in Low-resource Machine Translation IJCNLP 2019 Towards Zero-resource Cross-lingual Entity Linking EMNLP 2019 Domain Differential Adaptation for Neural Machine Translation EMNLP 2019 Findings of the Third Workshop on Neural Generation and Translation EMNLP 2019 Proceedings of the 3rd Workshop on Neural Generation and Translation EMNLP 2019 A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019 A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019 Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP 2019 Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019 Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019 Comparing Top-Down and Bottom-Up Neural Generative Dependency Models CONLL 2019 Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019 compare-mt: A Tool for Holistic Comparison of Language Generation Systems NAACL 2019 Learning to Describe Unknown Phrases with Local and Global Contexts NAACL 2019 Lagging Inference Networks and Posterior Collapse in Variational Autoencoders ICLR 2019 Multilingual Neural Machine Translation With Soft Decoupled Encoding ICLR 2019 Learning to Represent Edits ICLR 2019 On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models NAACL 2019 Improving Robustness of Machine Translation with Synthetic Noise NAACL 2019 Density Matching for Bilingual Word Embedding NAACL 2019 Improving Robustness of Neural Machine Translation with Multi-task Learning ACL 2019 Findings of the First Shared Task on Machine Translation Robustness ACL 2019 Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ACL 2019 Generalized Data Augmentation for Low-Resource Translation ACL 2019 Improving Open Information Extraction via Iterative Rank-Aware Learning ACL 2019 Simple and Effective Paraphrastic Similarity from Parallel Translations ACL 2019 Reranking for Neural Semantic Parsing ACL 2019 Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ACL 2019 Multi-Source Neural Machine Translation with Data Augmentation EMNLP 2018 Stack-Pointer Networks for Dependency Parsing ACL 2018 StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018 MTNT: A Testbed for Machine Translation of Noisy Text EMNLP 2018 Contextual Parameter Generation for Universal Neural Machine Translation EMNLP 2018 Neural Cross-Lingual Named Entity Recognition with Minimal Resources EMNLP 2018 Stress Test Evaluation for Natural Language Inference COLING 2018 Multi-Source Neural Machine Translation with Missing Data ACL 2018 Findings of the Second Workshop on Neural Machine Translation and Generation ACL 2018 Proceedings of the 2nd Workshop on Neural Machine Translation and Generation ACL 2018 Automatic Estimation of Simultaneous Interpreter Performance ACL 2018 Extreme Adaptation for Personalized Neural Machine Translation ACL 2018 Neural Factor Graph Models for Cross-lingual Morphological Tagging ACL 2018 Self-Attentional Acoustic Models INTERSPEECH 2018 Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data ACL 2018 Attentive Interaction Model: Modeling Changes in View in Argumentation NAACL 2018 Guiding Neural Machine Translation with Retrieved Translation Pieces NAACL 2018 Handling Homographs in Neural Machine Translation NAACL 2018 Using Morphological Knowledge in Open-Vocabulary Neural Language Models NAACL 2018 When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation? NAACL 2018 Modelling Natural Language, Programs, and their Intersection NAACL 2018 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018 Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018 Retrieval-Based Neural Code Generation EMNLP 2018 Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP 2018 Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018 A Tree-based Decoder for Neural Machine Translation EMNLP 2018 TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation EMNLP 2018 Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018 Contextual Encoding for Translation Quality Estimation EMNLP 2018 Morphological Inflection Generation with Multi-space Variational Encoder-Decoders CONLL 2017 Learning Character-level Compositionality with Visual Features ACL 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NIPS 2017 Improving Neural Machine Translation through Phrase-based Forced Decoding IJCNLP 2017 What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017 Controllable Invariance through Adversarial Feature Learning NIPS 2017 Cross-Lingual Word Embeddings for Low-Resource Language Modeling EACL 2017 Learning to Translate in Real-time with Neural Machine Translation EACL 2017 Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text INTERSPEECH 2017 Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ACL 2017 A Syntactic Neural Model for General-Purpose Code Generation ACL 2017 Neural Lattice-to-Sequence Models for Uncertain Inputs EMNLP 2017 Learning Language Representations for Typology Prediction EMNLP 2017 Charmanteau: Character Embedding Models For Portmanteau Creation EMNLP 2017 Neural Machine Translation via Binary Code Prediction ACL 2017 Learning a Lexicon and Translation Model from Phoneme Lattices EMNLP 2016 Practical Neural Networks for NLP: From Theory to Code EMNLP 2016 Learning a Translation Model from Word Lattices INTERSPEECH 2016 Unsupervised Phoneme Segmentation of Previously Unseen Languages INTERSPEECH 2016 Morphological Inflection Generation Using Character Sequence to Sequence Learning NAACL 2016 A Hybrid System for Continuous Word-Level Emphasis Modeling Based on HMM State Clustering and Adaptive Training INTERSPEECH 2016 Unsupervised Joint Estimation of Grapheme-to-Phoneme Conversion Systems and Acoustic Model Adaptation for Non-Native Speech Recognition INTERSPEECH 2016 Lightly Supervised Quality Estimation COLING 2016 Transferring Emphasis in Speech Translation Using Hard-Attentional Neural Network Models INTERSPEECH 2016 Generalizing and Hybridizing Count-based and Neural Language Models EMNLP 2016 Controlling Output Length in Neural Encoder-Decoders EMNLP 2016 Incorporating Discrete Translation Lexicons into Neural Machine Translation EMNLP 2016 Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation NAACL 2016 A Continuous Space Rule Selection Model for Syntax-based Statistical Machine Translation ACL 2016 Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents ACL 2015 Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars NAACL 2015 Ckylark: A More Robust PCFG-LA Parser NAACL 2015 A Binarized Neural Network Joint Model for Machine Translation EMNLP 2015 Improving Pivot Translation by Remembering the Pivot ACL 2015 Improving Pivot Translation by Remembering the Pivot IJCNLP 2015 Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents IJCNLP 2015 Discriminative Language Models as a Tool for Machine Translation Error Analysis COLING 2014 On the Elements of an Accurate Tree-to-String Machine Translation System ACL 2014 Acquiring a Dictionary of Emotion-Provoking Events EACL 2014 Optimizing Segmentation Strategies for Simultaneous Speech Translation ACL 2014 Reinforcement Learning of Cooperative Persuasive Dialogue Policies using Framing COLING 2014 Travatar: A Forest-to-String Machine Translation Engine based on Tree Transducers ACL 2013 Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation ACL 2013 Machine Translation without Words through Substring Alignment ACL 2012 Inducing a Discriminative Parser to Optimize Machine Translation Reordering CONLL 2012 Inducing a Discriminative Parser to Optimize Machine Translation Reordering EMNLP 2012 Training Dependency Parsers from Partially Annotated Corpora IJCNLP 2011 An Unsupervised Model for Joint Phrase Alignment and Extraction ACL 2011 Pointwise Prediction for Robust, Adaptable Japanese Morphological Analysis ACL 2011 Safety Information Mining β€” What can NLP do in a disasterβ€” IJCNLP 2011