Cover Image

OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Chenyang, Ghaddar, Abbas, Kobyzev, Ivan, Rezagholizadeh, Mehdi, Zaiane, Osmar R., Chen, Boxing
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Integral Transformer: Denoising Attention, Not Too Much Not Too Little
by: Kobyzev, Ivan, et al.
Published: (2025)

BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs
by: Ghaddar, Abbas, et al.
Published: (2026)

On the importance of Data Scale in Pretraining Arabic Language Models
by: Ghaddar, Abbas, et al.
Published: (2024)

Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity
by: Metel, Michael R., et al.
Published: (2024)

ReGLA: Refining Gated Linear Attention
by: Lu, Peng, et al.
Published: (2025)

CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems
by: Ghaddar, Abbas, et al.
Published: (2024)

LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization
by: Lu, Peng, et al.
Published: (2023)

CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
by: Mo, Fengran, et al.
Published: (2024)

Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
by: Huang, Jerry, et al.
Published: (2024)

Batch-Max: Higher LLM Throughput using Larger Batch Sizes and KV Cache Compression
by: Metel, Michael R., et al.
Published: (2024)

Resonance RoPE: Improving Context Length Generalization of Large Language Models
by: Wang, Suyuchen, et al.
Published: (2024)

Improving LLM's Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization
by: Sheikhi, Hadi, et al.
Published: (2025)

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
by: Huang, Chenyang, et al.
Published: (2025)

A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
by: Huang, Chenyang, et al.
Published: (2025)

TransAlign: Machine Translation Encoders are Strong Word Aligners, Too
by: Ebing, Benedikt, et al.
Published: (2025)

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference
by: Kavehzadeh, Parsa, et al.
Published: (2023)

EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
by: Dehghan, Mohammad, et al.
Published: (2024)

Blending Human and LLM Expertise to Detect Hallucinations and Omissions in Mental Health Chatbot Responses
by: Hussain, Khizar, et al.
Published: (2026)

Whisper Has an Internal Word Aligner
by: Yeh, Sung-Lin, et al.
Published: (2025)

SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning
by: Jin, Chunzhen, et al.
Published: (2024)

S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models
by: Kavehzadeh, Parsa, et al.
Published: (2024)

Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models
by: Jamialahmadi, Benyamin, et al.
Published: (2025)

ArcAligner: Adaptive Recursive Aligner for Compressed Context Embeddings in RAG
by: Li, Jianbo, et al.
Published: (2026)

QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
by: Rajabzadeh, Hossein, et al.
Published: (2024)

EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models
by: Rajabzadeh, Hossein, et al.
Published: (2024)

Towards Practical Tool Usage for Continually Learning LLMs
by: Huang, Jerry, et al.
Published: (2024)

DTRNet: Dynamic Token Routing Network to Reduce Quadratic Costs in Transformers
by: Sharma, Aman, et al.
Published: (2025)

Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics
by: Ghanem, Hussam, et al.
Published: (2025)

The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs
by: Guan, Bryan, et al.
Published: (2025)

Synthetic Fluency: Hallucinations, Confabulations, and the Creation of Irish Words in LLM-Generated Translations
by: Castilho, Sheila, et al.
Published: (2025)

Disentangling Prompt Element Level Risk Factors for Hallucinations and Omissions in Mental Health LLM Responses
by: Ni, Congning, et al.
Published: (2026)

Hyperparameter Optimization for Large Language Model Instruction-Tuning
by: Tribes, Christophe, et al.
Published: (2023)

Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference
by: Wang, Zhengjia, et al.
Published: (2025)

X-EcoMLA: Upcycling Pre-Trained Attention into MLA for Efficient and Extreme KV Compression
by: Li, Guihong, et al.
Published: (2025)

Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
by: Sun, Yuhong, et al.
Published: (2025)

Zebra-Llama: Towards Extremely Efficient Hybrid Models
by: Yang, Mingyu, et al.
Published: (2025)

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
by: Thakur, Nandan, et al.
Published: (2023)

A Promising Future: Omission Failures in Choreographic Programming
by: Graversen, Eva, et al.
Published: (2017)

Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics
by: Chang, Tyler A., et al.
Published: (2024)

Extrinsically-Focused Evaluation of Omissions in Medical Summarization
by: Schumacher, Elliot, et al.
Published: (2023)