Natural Language Processing › Generation ›

Language Modeling

1624 directly classified papers

Papers per year

Papers

ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract) AAAI 2026

Towards Effective Code-Integrated Reasoning AAAI 2026

Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice AAAI 2026

Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning AAAI 2026

DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026

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

Humans and transformer LMs: Abstraction drives language learning 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

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

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

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

Towards Singable Lyrics Translation Using Large Language Models 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

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

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

Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal EACL 2026

Perplexity as a Metric for Dialectal Distance: A Computational Study of Greek Varieties EACL 2026

Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction AAAI 2026

Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025

Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025

Unsupervised Morphological Tree Tokenizer ACL 2025