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- FAME-MT Dataset: Formality Awareness Made Easy for Machine Translation Purposes — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
- FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN — 2024 · Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024)
- Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Findings of the WMT 2024 Shared Task Translation into Low-Resource Languages of Spain: Blending Rule-Based and Neural Systems — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation — 2024 · arXiv:2403.14118 · 2024 International Joint Conference on Neural Networks (IJCNN)
- From LLM to NMT: Advancing Low-Resource Machine Translation with Claude — 2024 · arXiv:2404.13813
- G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- GAATME: A Genetic Algorithm for Adversarial Translation Metrics Evaluation — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- GATTINA - GenerAtion of TiTles for Italian News Articles: A CALAMITA Challenge — 2024 · Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024)
- GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels — 2024 · arXiv:2407.03658
- Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks — 2024 · Proceedings of the Fifth International Workshop on Designing Meaning Representations @ LREC-COLING 2024
- Gender-specific Machine Translation with Large Language Models — 2024 · Proceedings of the Fourth Workshop on Multilingual Representation Learning (MRL 2024)
- Generating Diverse Translation with Perturbed $k$NN-MT — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
- Graph Representations for Machine Translation in Dialogue Settings — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation — 2024 · Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
- Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations — 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
- HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- HW-TSC 2024 Submission for the Quality Estimation Shared Task — 2024 · Proceedings of the Ninth Conference on Machine Translation
- HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes — 2024 · Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
- High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models — 2024 · Findings of the Association for Computational Linguistics: EACL 2024
- How Effective is Synthetic Data and Instruction Fine-tuning for Translation with Markup using LLMs? — 2024 · Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
- How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages? — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- How Much Data is Enough Data? Fine-Tuning Large Language Models for In-House Translation: Performance Evaluation Across Multiple Dataset Sizes — 2024 · Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
- How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures — 2024 · Proceedings of the Fifth Workshop on Insights from Negative Results in NLP
- INCLURE: a Dataset and Toolkit for Inclusive French Translation — 2024 · Proceedings of the 17th Workshop on Building and Using Comparable Corpora (BUCC) @ LREC-COLING 2024
- Implementing Gender-Inclusivity in MT Output using Automatic Post-Editing with LLMs — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
- Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- Improving Minimum Bayes Risk Decoding with Multi-Prompt — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- Improving NMT from a Low-Resource Source Language: A Use Case from Catalan to Chinese via Spanish — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
- Improving Unsupervised Neural Machine Translation via Training Data Self-Correction — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- IndicFinNLP: Financial Natural Language Processing for Indian Languages — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- Introducing the NewsPaLM MBR and QE Dataset: LLM-Generated High-Quality Parallel Data Outperforms Traditional Web-Crawled Data — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Introduction au numéro spécial - Robustesse et limites des modèles de traitement automatique des langues [Introduction to the special issue on robustness and limits of NLP models] — 2024
- Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study — 2024 · Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024
- Is Context Helpful for Chat Translation Evaluation? — 2024 · arXiv:2403.08314
- Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Iterative Translation Refinement with Large Language Models — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
- JaParaPat: A Large-Scale Japanese-English Parallel Patent Application Corpus — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- KpopMT: Translation Dataset with Terminology for Kpop Fandom — 2024 · Proceedings of the Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024)
- Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback — 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
- LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations — 2024 · arXiv:2410.02707
- LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Language-Informed Beam Search Decoding for Multilingual Machine Translation — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- Learning Personalized Alignment for Evaluating Open-ended Text Generation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Learning from others'' mistakes: Finetuning machine translation models with span-level error annotations — 2024 · arXiv:2410.16509
- Leveraging AI Technologies for Enhanced Multimedia Localization — 2024 · Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 2: Presentations)
- Leveraging Large Language Models for NLG Evaluation: Advances and Challenges — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Leveraging Synthetic Monolingual Data for Fuzzy-Match Augmentation in Neural Machine Translation: A Preliminary Study — 2024 · Proceedings of the First International Workshop on Knowledge-Enhanced Machine Translation
- Linear-time Minimum Bayes Risk Decoding with Reference Aggregation — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Lost in Translationese? Reducing Translation Effect Using Abstract Meaning Representation — our card · 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- M5 – A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- MT-Ranker: Reference-free machine translation evaluation by inter-system ranking — 2024 · arXiv:2401.17099
- Machine Translation Meets Large Language Models: Evaluating ChatGPT''s Ability to Automatically Post-Edit Literary Texts — 2024 · Proceedings of the 1st Workshop on Creative-text Translation and Technology
- Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration — 2024 · Proceedings of the Ninth Conference on Machine Translation
- MetricX-24: The Google Submission to the WMT 2024 Metrics Shared Task — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Multi-Dimensional Machine Translation Evaluation: Model Evaluation and Resource for Korean — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers — 2024 · arXiv:2404.04925
- Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis — 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
- NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles — 2024 · Findings of the Association for Computational Linguistics: NAACL 2024
- Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Non-Exchangeable Conformal Language Generation with Nearest Neighbors — 2024 · Findings of the Association for Computational Linguistics: EACL 2024
- Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- On Creating an English-Thai Code-switched Machine Translation in Medical Domain — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
- On Instruction-Finetuning Neural Machine Translation Models — 2024 · Proceedings of the Ninth Conference on Machine Translation
- On Measuring Context Utilization in Document-Level MT Systems — 2024 · Findings of the Association for Computational Linguistics: EACL 2024
- On Translating Technical Terminology: A Translation Workflow for Machine-Translated Acronyms — 2024 · Proceedings of the 16th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
- On the True Distribution Approximation of Minimum Bayes-Risk Decoding — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers)
- Optimising LLM-Driven Machine Translation with Context-Aware Sliding Windows — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Patentformer: A Novel Method to Automate the Generation of Patent Applications — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track
- Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Perceptions of Educators on MTQA Curriculum and Instruction — 2024 · Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1)
- Pipeline Neural Data-to-text with Large Language Models — 2024 · Proceedings of the 17th International Natural Language Generation Conference
- Pitfalls and Outlooks in Using COMET — 2024 · Proceedings of the Ninth Conference on Machine Translation
- Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
- Pretraining Language Models Using Translationese — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing