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

LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling EMNLP 2025
An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025
Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025
Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CONLL 2025
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models AAAI 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition CVPR 2025
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025
bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models ACL 2025
Connecting Concept Layers and Rationales to Enhance Language Model Interpretability EMNLP 2025
SQUREL at TSAR 2025 Shared Task CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning EMNLP 2025
Asking a Language Model for Diverse Responses EMNLP 2025
DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability EMNLP 2025
No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models EMNLP 2025
Insights from a Disaggregated Analysis of Kinds of Biases in a Multicultural Dataset EMNLP 2025
Information-Theoretic Generative Clustering of Documents AAAI 2025
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025
LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025