Translation
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Benchmarks
Most implemented
Attention Is All You Need
Image-to-Image Translation with Conditional Adversarial Networks
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Neural Machine Translation by Jointly Learning to Align and Translate
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
Show and Tell: A Neural Image Caption Generator
Papers
A Translation of Probabilistic Event Calculus into Markov Decision Processes
Probabilistic Event Calculus (PEC) is a logical framework for reasoning about actions and their effects in uncertain environments, which enables the representation of probabilistic narratives and computation of temporal …
TranslationFunction-to-Style Guidance of LLMs for Code Translation
Large language models (LLMs) have made significant strides in code translation tasks. However, ensuring both the correctness and readability of translated code remains a challenge, limiting their effective adoption in re…
Code TranslationTranslationSpeak2Sign3D: A Multi-modal Pipeline for English Speech to American Sign Language Animation
Helping deaf and hard-of-hearing people communicate more easily is the main goal of Automatic Sign Language Translation. Although most past research has focused on turning sign language into text, doing the reverse, turn…
Machine TranslationSign Language TranslationTranslationWord EmbeddingsPun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings
Translating wordplay across languages presents unique challenges that have long confounded both professional human translators and machine translation systems. This research proposes a novel approach for translating puns…
Contrastive LearningMachine TranslationTask 2TranslationUnconditional Diffusion for Generative Sequential Recommendation
Diffusion models, known for their generative ability to simulate data creation through noise-adding and denoising processes, have emerged as a promising approach for building generative recommenders. To incorporate user …
DenoisingSequential RecommendationTranslationGRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation
Document level Machine Translation (DocMT) approaches often struggle with effectively capturing discourse level phenomena. Existing approaches rely on heuristic rules to segment documents into discourse units, which rare…
Document Level Machine TranslationDocument TranslationLarge Language ModelMachine Translation+1