conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Understanding Subword Compositionality of Large Language Models EMNLP 2025
Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025
Evaluating the Evaluators: Are readability metrics good measures of readability? EMNLP 2025
What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP 2025
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models EMNLP 2025
Causal Interventions Reveal Shared Structure Across English Filler–Gap Constructions EMNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025
Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025
Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
How Private are Language Models in Abstractive Summarization? EMNLP 2025
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025
Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025
Rapid Word Learning Through Meta In-Context Learning EMNLP 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025
Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages EMNLP 2025
CafGa: Customizing Feature Attributions to Explain Language Models EMNLP 2025
DPL: Diverse Preference Learning Without A Reference Model NAACL 2025