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Large Language Models

6,405 papers

Papers per year

Papers

Comparing human and LLM politeness strategies in free production EMNLP 2025
CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment EMNLP 2025
Can LLMs simulate the same correct solutions to free-response math problems as real students? EMNLP 2025
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions EMNLP 2025
Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics EMNLP 2025
Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations EMNLP 2025
Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation EMNLP 2025
TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025
Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild EMNLP 2025
Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models EMNLP 2025
Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation EMNLP 2025
RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models EMNLP 2025
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025
Chameleon LLMs: User Personas Influence Chatbot Personality Shifts EMNLP 2025
GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors EMNLP 2025
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference EMNLP 2025
SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying EMNLP 2025