Dzmitry Bahdanau

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Publication record
78 papers · 74,237 citations · H-index 31

PAPERS

BRIDGE: Predicting Human Task Completion Time From Model Performance
20260 citationsauthor #3
PipelineRL: Faster On-policy Reinforcement Learning for Long Sequence Generation
20258 citationsauthor #5
BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
20255 citationsauthor #10
How to Get Your LLM to Generate Challenging Problems for Evaluation
20256 citationsauthor #3
Evaluating In-Context Learning of Libraries for Code Generation
202416 citationsauthor #3
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation
202410 citationsauthor #5
TapeAgents: a Holistic Framework for Agent Development and Optimization
20249 citationsauthor #1
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
2024442 citationsauthor #4
NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild
202432 citationsauthor #2
LLMs can learn self-restraint through iterative self-reflection
20246 citationsauthor #3
SantaCoder: don't reach for the stars!
2023233 citationsauthor #35
StarCoder: may the source be with you!
20231,108 citationsauthor #60
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations
20238 citationsauthor #4
Evaluating In-Context Learning of Libraries for Code Generation
20231 citationsauthor #3
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation
202337 citationsauthor #3
RepoFusion: Training Code Models to Understand Your Repository
202355 citationsauthor #4
In-Context Learning for Text Classification with Many Labels
202352 citationsauthor #3
The Stack: 3 TB of permissively licensed source code
2022428 citationsauthor #11
On the Compositional Generalization Gap of In-Context Learning
202230 citationsauthor #3
Evaluating the Text-to-SQL Capabilities of Large Language Models
2022143 citationsauthor #3
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
202276 citationsauthor #6
GraphDiffs: Graph Modeling with Differential Sequence for Document-Grounded Conversation
20220 citationsauthor #15
Understanding by Understanding Not: Modeling Negation in Language Models
2021104 citationsauthor #3
Contrastive Learning for Low Resource Machine Translation
20210 citationsauthor #1
BabyAI 1.1
20210 citationsauthor #3
A Well-Composed Text is Half Done! Semantic Composition Sampling for Diverse Conditional Generation
20210 citationsauthor #11
Controlling Pretrained Language Generation Models by Learning to Focus
20210 citationsauthor #1
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention
20211 citationsauthor #2
LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing
20219 citationsauthor #2
Challenges in Region-Speciﬁc Image Captioning: A Deep Learning Approach
20210 citationsauthor #1
Learning Disentangled Representations in Natural Language Deﬁnitions with Semantic Role Labeling Supervision
20210 citationsauthor #1
Digging Errors in NMT: Evaluating and Understanding Model Errors from Hypothesis Distribution
20210 citationsauthor #1
HADE: Hierarchical Affective Dialog Encoder for Personality Recognition in Conversation
20210 citationsauthor #11
GenRE: A Generative Model for Relation Extraction
20210 citationsauthor #8
Accurate, yet Inconsistent? Consistency Analysis on Language Models
20210 citationsauthor #22
LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing
20211 citationsauthor #2
Heterogeneous Language Model Optimization in Automatic Speech Recognition
20210 citationsauthor #1
ARCNN: A Semantic Enhanced Relation Detection Model for Knowledge Base Question Answering
20210 citationsauthor #21
Compositional Generalization in Dependency Parsing
20215 citationsauthor #4
R EMIXERS : A Mixer-Transformer Architecture with Compositional Operators for Natural Language Understanding
20210 citationsauthor #17
NEWSFARM: the Largest Chinese Corpus for Long News Summarization Anonymous ACL submission
20210 citationsauthor #1
Modeling Multi-granularity Segmentation for Rare Words in Neural Machine Translation
20210 citationsauthor #7
Modeling Future for Neural Machine Translation by Fusing Target Information
20210 citationsauthor #1
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
2021501 citationsauthor #3
Systematic Generalization with Edge Transformers
202154 citationsauthor #3
BabyAI 1.1
202015 citationsauthor #3
Combating False Negatives in Adversarial Imitation Learning
20208 citationsauthor #6
DuoRAT: Towards Simpler Text-to-SQL Models
202028 citationsauthor #3
Towards Ecologically Valid Research on Language User Interfaces
202058 citationsauthor #2
On sample efficiency and systematic generalization of grounded language understanding with deep learning
20200 citationsauthor #1
Combating False Negatives in Adversarial Imitation Learning (Student Abstract)
20200 citationsauthor #6
CLOSURE: Assessing Systematic Generalization of CLEVR Models
201995 citationsauthor #1
Automated curriculum generation for Policy Gradients from Demonstrations
20192 citationsauthor #2
BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop
2018181 citationsauthor #2
Jointly Learning "What" and "How" from Instructions and Goal-States
20183 citationsauthor #1
Learning to Understand Goal Specifications by Modelling Reward
2018166 citationsauthor #1
J OINTLY L EARNING “ W HAT ” AND “ H OW ” FROM I N-STRUCTIONS AND G OAL-S TATES
20180 citationsauthor #1
Commonsense mining as knowledge base completion? A study on the impact of novelty
201827 citationsauthor #2
BABYAI: FIRST STEPS TOWARDS GROUNDED LAN-
20180 citationsauthor #2
Learning to Follow Language Instructions with Adversarial Reward Induction
201833 citationsauthor #1
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
2018300 citationsauthor #2
Learning to Compute Word Embeddings On the Fly
201786 citationsauthor #1
Theano: A Python framework for fast computation of mathematical expressions
20162,368 citationsauthor #5
Task Loss Estimation for Structured Prediction
20162 citationsauthor #1
Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control
2016208 citationsauthor #3
An Actor-Critic Algorithm for Sequence Prediction
2016664 citationsauthor #1
An Actor-Critic Algorithm for Structured Prediction
20163 citationsauthor #1
Attention-Based Models for Speech Recognition
20152,733 citationsauthor #2
Task Loss Estimation for Sequence Prediction
201533 citationsauthor #1
blocks: Version 0.1.1
20150 citationsauthor #22
Blocks and Fuel: Frameworks for deep learning
2015188 citationsauthor #2
End-to-end attention-based large vocabulary speech recognition
20151,197 citationsauthor #1
Neural Machine Translation by Jointly Learning to Align and Translate
201429,013 citationsauthor #1
Smart Decisions by Small Adjustments: Iterating Denoising Autoencoders
20143 citationsauthor #1
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results
2014485 citationsauthor #2
Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation
201483 citationsauthor #2
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
201425,730 citationsauthor #4
On the Properties of Neural Machine Translation: Encoder–Decoder Approaches
20147,342 citationsauthor #3

TIMELINE

2014 62,656 citations

2015 4,151 citations

2016 3,245 citations

2017 86 citations

2018 710 citations

2019 97 citations

2020 109 citations

2021 675 citations

2022 677 citations

2023 1,494 citations

2024 515 citations

2025 19 citations

2026 0 citations

COAUTHOR MAP

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