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

Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025
Connecting Concept Layers and Rationales to Enhance Language Model Interpretability EMNLP 2025
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ACL 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
Understanding Verbatim Memorization in LLMs Through Circuit Discovery ACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention IJCNLP 2025
Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025
Ability Transfer Through Language Mixing IJCNLP 2025
Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
LangCompress: Language-Aware Compression of Large Language Models IJCNLP 2025
Hallucinations in Code Change to Natural Language Generation: Prevalence and Evaluation of Detection Metrics IJCNLP 2025
Revisiting Word Embeddings in the LLM Era IJCNLP 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025
Measuring Gender Bias in Language Models in Farsi ACL 2025
Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models ACL 2025