Cover Image

Less is More: The Effectiveness of Compact Typological Language Representations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ng, York Hay, Hoang, Phuong Hanh, Lee, En-Shiun Annie
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Simple Additions, Substantial Gains: Expanding Scripts, Languages, and Lineage Coverage in URIEL+
by: Shipton, Mason, et al.
Published: (2025)

Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+
by: Ng, York Hay, et al.
Published: (2025)

Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation
by: Zhang, Luke, et al.
Published: (2026)

\textsc{CantoNLU}: A benchmark for Cantonese natural language understanding
by: Min, Junghyun, et al.
Published: (2025)

URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base
by: Khan, Aditya, et al.
Published: (2024)

Rethinking what Matters: Effective and Robust Multilingual Realignment for Low-Resource Languages
by: Nguyen, Quang Phuoc, et al.
Published: (2025)

Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation
by: Su, Tong, et al.
Published: (2024)

ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
by: Anugraha, David, et al.
Published: (2024)

TranslationCorrect: A Unified Framework for Machine Translation Post-Editing with Predictive Error Assistance
by: Wasti, Syed Mekael, et al.
Published: (2025)

Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine Translation
by: Thillainathan, Sarubi, et al.
Published: (2025)

A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base
by: Toossi, Hasti, et al.
Published: (2024)

AlignFreeze: Navigating the Impact of Realignment on the Layers of Multilingual Models Across Diverse Languages
by: Bakos, Steve, et al.
Published: (2025)

SiniticMTError: A Machine Translation Dataset with Error Annotations for Sinitic Languages
by: Liu, Hannah, et al.
Published: (2025)

Enhancing Taiwanese Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems
by: Lu, Bo-Han, et al.
Published: (2024)

Less is More: Compact Clue Selection for Efficient Retrieval-Augmented Generation Reasoning
by: Zhang, Qianchi, et al.
Published: (2025)

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects
by: Adelani, David Ifeoluwa, et al.
Published: (2023)

Fine-Grained Activation Steering: Steering Less, Achieving More
by: Feng, Zijian, et al.
Published: (2026)

M4-RAG: A Massive-Scale Multilingual Multi-Cultural Multimodal RAG
by: Anugraha, David, et al.
Published: (2025)

Towards Typologically Aware Rescoring to Mitigate Unfaithfulness in Lower-Resource Languages
by: Chan, Tsan Tsai, et al.
Published: (2025)

Exploiting Domain-Specific Parallel Data on Multilingual Language Models for Low-resource Language Translation
by: Ranathungaa, Surangika, et al.
Published: (2024)

Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages
by: Brinkmann, Jannik, et al.
Published: (2025)

Disentangling Singlish Discourse Particles with Task-Driven Representation
by: Foo, Linus Tze En, et al.
Published: (2024)

LIMO: Less is More for Reasoning
by: Ye, Yixin, et al.
Published: (2025)

Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions
by: Huang, Nannan, et al.
Published: (2025)

mR3: Multilingual Rubric-Agnostic Reward Reasoning Models
by: Anugraha, David, et al.
Published: (2025)

More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play
by: Wongkamjan, Wichayaporn, et al.
Published: (2024)

Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity
by: Khiu, Eric, et al.
Published: (2024)

Less is More: Sparse Watermarking in LLMs with Enhanced Text Quality
by: Hoang, Duy C., et al.
Published: (2024)

Pensez: Less Data, Better Reasoning -- Rethinking French LLM
by: Ha, Huy Hoang
Published: (2025)

When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
by: Zhao, Weixiang, et al.
Published: (2025)

Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
by: Zhang, Shimao, et al.
Published: (2024)

Less is More for Long Document Summary Evaluation by LLMs
by: Wu, Yunshu, et al.
Published: (2023)

PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs
by: Kang, Sana, et al.
Published: (2025)

Less is More: Local Intrinsic Dimensions of Contextual Language Models
by: Ruppik, Benjamin Matthias, et al.
Published: (2025)

Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA
by: Huang, Wenyu, et al.
Published: (2024)

Learning Less Is More: Premature Upper-Layer Attention Specialization Hurts Language Model Pretraining
by: Zhu, Jinchang, et al.
Published: (2026)

A Principled Framework for Evaluating on Typologically Diverse Languages
by: Ploeger, Esther, et al.
Published: (2024)

Morphological Typology in BPE Subword Productivity and Language Modeling
by: Parra, Iñigo
Published: (2024)

OasisSimp: An Open-source Asian-English Sentence Simplification Dataset
by: Liu, Hannah, et al.
Published: (2026)

Sampling More, Getting Less: Calibration is the Diversity Bottleneck in LLMs
by: Banayeeanzade, Amin, et al.
Published: (2026)