Papers
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation
Jirui Qi, Raquel Fernández, Arianna Bisazza
How Can We Relate Language Modeling to Morphology?
Wessel Poelman, Thomas Bauwens, Miryam de Lhoneux
Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation
Zhi Qu, Yiran Wang, Chenchen Ding et al.
Quality-Aware Translation Tagging in Multilingual RAG system
Hoyeon Moon, Byeolhee Kim, Nikhil Verma
Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models?
Jonah Dauvet, Min Ma, Jessica Ojo et al.
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs
Lucas Bandarkar, Nanyun Peng
Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages
David Demitri Africa, Suchir Salhan, Yuval Weiss et al.
Unlocking LLM Safeguards for Low-Resource Languages via Reasoning and Alignment with Minimal Training Data
Zhuowei Chen, Bowei Zhang, Nankai Lin et al.
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap
Hyunwoo Ko, Guijin Son, Dasol Choi
CoCo-CoLa: Evaluating and Improving Language Adherence in Multilingual LLMs
Elnaz Rahmati, Alireza Salkhordeh Ziabari, Morteza Dehghani
Cross-lingual Transfer Dynamics in BLOOMZ: Insights into Multilingual Generalization
Sabyasachi Samantaray, Preethi Jyothi
Universal Patterns of Grammatical Gender in Multilingual Large Language Models
Andrea Schröter, Ali Basirat
No Language Data Left Behind: A Cross-Cultural Study of CJK Language Datasets in the Hugging Face Ecosystem
Dasol Choi, Woomyoung Park, Youngsook Song
Synthetic Proofs with Tool-Integrated Reasoning: Contrastive Alignment for LLM Mathematics with Lean
Mark Obozov, Michael Diskin, Aleksandr Beznosikov et al.
An in-depth human study of the mathematical reasoning abilities in Large Language Models
Carolina Dias-Alexiou, Edison Marrese-Taylor, Yutaka Matsuo
UniMath-CoT: A Unified Framework for Multimodal Mathematical Reasoning with Re-Inference Affirmation
Zhixiang Lu, Mian Zhou, Angelos Stefanidis et al.
Modeling Tactics as Operators: Effect-Grounded Representations for Lean Theorem Proving
Elisaveta Samoylov, Soroush Vosoughi
Logically Constrained Decoding
Franklin Ma, Alan J. Hu
BanglaMATH : A Bangla benchmark dataset for testing LLM mathematical reasoning at grades 6, 7, and 8
Tabia Tanzin Prama, Christopher M. Danforth, Peter Dodds
Into The Limits of Logic: Alignment Methods for Formal Logical Reasoning
Francisco F. López-Ponce, Gemma Bel-Enguix
RoMath: A Mathematical Reasoning Benchmark in Romanian
Adrian Cosma, Ana-Maria Bucur, Emilian Radoi