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Natural Language Processing › Generation ›

Language Modeling

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Papers

Large Sign Language Models: Toward 3D American Sign Language Translation WACV 2026

Humans and transformer LMs: Abstraction drives language learning EACL 2026

Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump’s Presidential Campaigns EACL 2026

Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance EACL 2026

Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation EACL 2026

Form and Meaning in Intrinsic Multilingual Evaluations EACL 2026

Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering EACL 2026

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026

How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective EACL 2026

Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding EACL 2026

Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly EACL 2026

xLM: A Python Package for Non-Autoregressive Language Models EACL 2026

Towards Singable Lyrics Translation Using Large Language Models EACL 2026

Evaluating the Impact of SAE-based Language Steering on LLM Performance EACL 2026

From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026

Rad-Flamingo: A Multimodal Prompt driven Radiology Report Generation Framework with Patient-Centric Explanations EACL 2026

Causal Direct Preference Optimization for Language Model Alignment EACL 2026

Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models EACL 2026

Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish EACL 2026

Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths EACL 2026

We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026

Program-of-Thought Reveals LLM Abstraction Ceilings EACL 2026

Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026

Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study EACL 2026