cs.CL

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cs.CL2026

VIBE: A VAD-Informed Benchmark for Entity-Centered Affective Profiling of Large Language Model Outputs

Andrei Chetvergov, Alexander Evseev, Timofei Sivoraksha +4

cs.CL2026

On the Non-Specificity of Statistical Measures Used in Script Decipherment

Nikhil Raghavendra

cs.CL2026

Language Models Encode the Contextual Truth of Propositions

Rupak Sarkar, Pritika Ramu, Rachel Rudinger

cs.CL2026

Beyond Accuracy: A Multidimensional Evaluation of Statistical Reasoning in Large Language Models

Monnie McGee, Mateo Langston Smith, Julian Cabrera

cs.CL2026

Activation-Guided Neuron Intervention to Induce Alzheimer's-Related Computational Language Phenotypes in a Large Language Model

Rui He, Ercong Nie, Hong Jiang +3

cs.CL2026

CVPO: Enhancing LLM Reinforcement Learning Reasoning via Value-Variance Adaptation and Dynamic Curriculum Learning

Ziqi Jia, Yalu Ouyang, Bo Pang +5

cs.CL2026

PAMT: Process-Aligned Reinforcement Learning for Multi-Domain Machine Translation

Yongshi Ye, Biao Fu, Chongxuan Huang +2

cs.CL2026

Scalable Frequency- and Length-Aware Subdocument Deduplication for Large Language Model Pretraining

Hai Wang, Chenhao Wang, Qifeng Cai +6

cs.CL2026

VIVID: A Culturally Grounded Benchmark Exposing the Figurative Language Gap in Vietnamese NLP

Tu Tran Do, Nhat Ngoc Nguyen, Khanh-Tung Tran +3

cs.CL2026

What Language Does and What the Evidence Supports: A Functional Role Taxonomy and Evidence Audit of Language Grounding in Embodied Agents

Yifan Guo, Chenghao Li, Zhu Wang +6

cs.CL2026

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?

Chandrakant K. Bhogayata

cs.CL2026

From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback

Abdulrahman AlRabah, Weijian Zhou, Xing Gao +1

cs.CL2026

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning

Meicong Zhang, Tiancheng Su, Jiahao Cheng +3

cs.CL2026

ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization

Hujian Zhu, Yihao Huang, Felix Juefei-Xu +5

cs.CL2026

On the Diversity of Analogy Making in Large Language Models

Yuanhao Shen, Daniel Xavier de Sousa, Caio César Sifuentes Barcelos +3

cs.CL2026

Relational Priors as Convergence Pressure in LLM-Based Multi-Agent Systems

Ming Shen, Chao Shang, Sadat Shahriar +4

cs.CL2026

Language-Specialized Multi-Teacher On-Policy Distillation for Multilingual LLM-Based ASR

Yuan Xie, Jiaqi Song, Xianliang Wang +3

cs.CL2026

FACTWASH: Catching AI Rewrites That Wash Hearsay into Fact

Alex Kwon

cs.CL2026

Don't Let Me Ask for It: LLMs Show Deficiencies in Active Multi-Turn Information Acquisition for Abductive Inference

Shahrukh Mohiuddin, Chalamalasetti Kranti, Sherzod Hakimov +1

cs.CL2026

DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models

Yixin Bu, Runze Xia, Guanyun Zou +3

cs.CL2026

Predicting Multilingual Classification and Translation Performance of LLMs with Cross-Lingual Alignment $\unicode{x2013}$ Is English Enough?

Adnan Al Ali, Kathy Hämmerl, Kathy Hämmerl +3

cs.CL2026

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization

Zeyu Wang, Guanghua Wang, Meng Xu

cs.CL2026

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study

Ahmed Amine Aliane, Nasredine Semmar, Hassina Aliane

cs.CL2026

Beyond Initialization Loss: A Systematic Study of Token Embedding Initialization Strategies for LLM Vocabulary Extension

Raviraj Joshi, Utkarsh Vaidya, Sanjay Singh Chauhan +1

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