Academic

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Academic · 1 min

Bielik-Minitron-7B: Compressing Large Language Models via Structured Pruning and Knowledge Distillation for the Polish Language

arXiv:2603.11881v1 Announce Type: new Abstract: This report details the creation of Bielik-Minitron-7B, a compressed 7.35B parameter version of the Bielik-11B-v3.0 model, specifically optimized for European …

Remigiusz Kinas, Pawe{\l} Kiszczak, Sergio P. Perez, Krzysztof Ociepa, {\L}ukasz Flis, Krzysztof Wr\'obel, Adrian Gwo\'zdziej

8 views Mar 13

Academic · 1 min

CoMMET: To What Extent Can LLMs Perform Theory of Mind Tasks?

arXiv:2603.11915v1 Announce Type: new Abstract: Theory of Mind (ToM)-the ability to reason about the mental states of oneself and others-is a cornerstone of human social …

Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan

6 views Mar 13

Academic · 1 min

PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents

arXiv:2603.11955v1 Announce Type: new Abstract: Digital footprints (records of individuals' interactions with digital systems) are essential for studying behavior, developing personalized applications, and training machine …

Minjia Wang, Yunfeng Wang, Xiao Ma, Dexin Lv, Qifan Guo, Lynn Zheng, Benliang Wang, Lei Wang, Jiannan Li, Yongwei Xing, David Xu, Zheng Sun

6 views Mar 13

Academic · 1 min

CHiL(L)Grader: Calibrated Human-in-the-Loop Short-Answer Grading

arXiv:2603.11957v1 Announce Type: new Abstract: Scaling educational assessment with large language models requires not just accuracy, but the ability to recognize when predictions are trustworthy. …

Pranav Raikote, Korbinian Randl, Ioanna Miliou, Athanasios Lakes, Panagiotis Papapetrou

7 views Mar 13

Academic · 1 min

BTZSC: A Benchmark for Zero-Shot Text Classification Across Cross-Encoders, Embedding Models, Rerankers and LLMs

arXiv:2603.11991v1 Announce Type: new Abstract: Zero-shot text classification (ZSC) offers the promise of eliminating costly task-specific annotation by matching texts directly to human-readable label descriptions. …

Ilias Aarab

12 views Mar 13

Academic · 1 min

Just Use XML: Revisiting Joint Translation and Label Projection

arXiv:2603.12021v1 Announce Type: new Abstract: Label projection is an effective technique for cross-lingual transfer, extending span-annotated datasets from a high-resource language to low-resource ones. Most …

Thennal D K, Chris Biemann, Hans Ole Hatzel

7 views Mar 13

Academic · 1 min

Translationese as a Rational Response to Translation Task Difficulty

arXiv:2603.12050v1 Announce Type: new Abstract: Translations systematically diverge from texts originally produced in the target language, a phenomenon widely referred to as translationese. Translationese has …

Maria Kunilovskaya

7 views Mar 13

Academic · 1 min

To Words and Beyond: Probing Large Language Models for Sentence-Level Psycholinguistic Norms of Memorability and …

arXiv:2603.12105v1 Announce Type: new Abstract: Large Language Models (LLMs) have recently been shown to produce estimates of psycholinguistic norms, such as valence, arousal, or concreteness, …

Thomas Hikaru Clark, Carlos Arriaga, Javier Conde, Gonzalo Mart\'inez, Pedro Reviriego

7 views Mar 13

Academic · 1 min

Cross-Context Review: Improving LLM Output Quality by Separating Production and Review Sessions

arXiv:2603.12123v1 Announce Type: new Abstract: Large language models struggle to catch errors in their own outputs when the review happens in the same session that …

Tae-Eun Song

8 views Mar 13

Academic · 1 min

LifeSim: Long-Horizon User Life Simulator for Personalized Assistant Evaluation

arXiv:2603.12152v1 Announce Type: new Abstract: The rapid advancement of large language models (LLMs) has accelerated progress toward universal AI assistants. However, existing benchmarks for personalized …

Feiyu Duan, Xuanjing Huang, Zhongyu Wei

8 views Mar 13

Academic · 1 min

QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions

arXiv:2603.12165v1 Announce Type: new Abstract: Synthetic data has become essential for training code generation models, yet it introduces significant noise and hallucinations that are difficult …

Jiayin Lei, Ming Ma, Yunxi Duan, Chenxi Li, Tianming Yang

7 views Mar 13

Academic · 1 min

Long-Context Encoder Models for Polish Language Understanding

arXiv:2603.12191v1 Announce Type: new Abstract: While decoder-only Large Language Models (LLMs) have recently dominated the NLP landscape, encoder-only architectures remain a cost-effective and parameter-efficient standard …

S{\l}awomir Dadas, Rafa{\l} Po\'swiata, Marek Koz{\l}owski, Ma{\l}gorzata Gr\k{e}bowiec, Micha{\l} Pere{\l}kiewicz, Pawe{\l} Klimiuk, Przemys{\l}aw Boruta

8 views Mar 13

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Academic

Bielik-Minitron-7B: Compressing Large Language Models via Structured Pruning and Knowledge Distillation for the Polish Language

CoMMET: To What Extent Can LLMs Perform Theory of Mind Tasks?

PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents

CHiL(L)Grader: Calibrated Human-in-the-Loop Short-Answer Grading

BTZSC: A Benchmark for Zero-Shot Text Classification Across Cross-Encoders, Embedding Models, Rerankers and LLMs

Just Use XML: Revisiting Joint Translation and Label Projection

Translationese as a Rational Response to Translation Task Difficulty

To Words and Beyond: Probing Large Language Models for Sentence-Level Psycholinguistic Norms of Memorability and …

Cross-Context Review: Improving LLM Output Quality by Separating Production and Review Sessions

LifeSim: Long-Horizon User Life Simulator for Personalized Assistant Evaluation

QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions

Long-Context Encoder Models for Polish Language Understanding

JCG, PC

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