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Language Modeling

1624 directly classified papers

Papers per year

Papers

Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025
Fine-Tuning Large Language Models with Sequential Instructions NAACL 2025
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025
Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive Language NAACL 2025
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning NAACL 2025
Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses EMNLP 2025
Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency NAACL 2025
HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication IJCAI 2025
Surprise Calibration for Better In-Context Learning EMNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025
Do large language models solve verbal analogies like children do? CONLL 2025
Confounding Factors in Relating Model Performance to Morphology EMNLP 2025
Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025
Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025
Language Models are Crossword Solvers NAACL 2025
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching NAACL 2025
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models IJCNLP 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning NAACL 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025