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

Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval ACL 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models ACL 2025
Evaluating Lexical Proficiency in Neural Language Models ACL 2025
“Yes, My LoRD.” Guiding Language Model Extraction with Locality Reinforced Distillation ACL 2025
Real-time Factuality Assessment from Adversarial Feedback ACL 2025
LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025
Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization AACL 2025
DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming NAACL 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps SEMEVAL 2025
Analyzing Finetuning Representation Shift for Multimodal LLMs Steering ICCV 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation 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
No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models EMNLP 2025
Training Text-to-Molecule Models with Context-Aware Tokenization EMNLP 2025
Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning EMNLP 2025
GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models EMNLP 2025
Time to Revisit Exact Match EMNLP 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025
The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology EMNLP 2025