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

Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025
WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025
Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models EMNLP 2025
Does quantization affect models’ performance on long-context tasks? EMNLP 2025
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025
Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese EMNLP 2025
Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025
Think and Recall: Layer-Level Prompting for Lifelong Model Editing EMNLP 2025
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining EMNLP 2025
Mind the Gap: How BabyLMs Learn Filler-Gap Dependencies EMNLP 2025
Editing Across Languages: A Survey of Multilingual Knowledge Editing EMNLP 2025
When Truthful Representations Flip Under Deceptive Instructions? EMNLP 2025
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions EMNLP 2025
TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs EMNLP 2025
Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025
TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025
Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025
s1: Simple test-time scaling EMNLP 2025
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation NAACL 2025