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Language Models

732 papers

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Papers

AKEW: Assessing Knowledge Editing in the Wild EMNLP 2024
CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models EMNLP 2024
Scaling Laws for Linear Complexity Language Models EMNLP 2024
ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models EMNLP 2024
How to Compute the Probability of a Word EMNLP 2024
Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024
Surprise! Uniform Information Density Isn’t the Whole Story: Predicting Surprisal Contours in Long-form Discourse EMNLP 2024
Generation with Dynamic Vocabulary EMNLP 2024
Is Child-Directed Speech Effective Training Data for Language Models? EMNLP 2024
Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024
Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024
Automatic Reconstruction of Ancient Chinese Pronunciations EMNLP 2024
ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024
Local and Global Decoding in Text Generation EMNLP 2024
CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024
Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024
Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024
Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models NIPS 2023