Graham Neubig
331 papers · 2011–2026 · 16 conferences · across top CS/AI conferences
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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)
Top co-authors
Research topics
Keywords
neural machine translation
(43)
low-resource language
(31)
machine translation
(26)
cross-lingual transfer
(25)
language model
(24)
large language model
(22)
neural network
(19)
text generation
(17)
domain adaptation
(15)
zero-shot learning
(13)
data augmentation
(12)
transfer learning
(11)
code generation
(11)
attention mechanism
(10)
unsupervised learning
(10)
named entity recognition
(10)
dependency parsing
(9)
semantic parsing
(9)
multilingual model
(9)
semi-supervised learning
(8)
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
CMUβs IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness
ACL 2024
CMUβs 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 βMiddleβ: 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
Itβs 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 Worldβs 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
CMUβs 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