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Language Modeling

1624 directly classified papers

Papers per year

Papers

Harnessing GPT to Study Second Language Learner Essays: Can We Use Perplexity to Determine Linguistic Competence? NAACL 2024
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers NIPS 2024
L3i++ at SemEval-2024 Task 8: Can Fine-tuned Large Language Model Detect Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text? NAACL 2024
CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024
RASU: Retrieval Augmented Speech Understanding through Generative Modeling INTERSPEECH 2024
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NIPS 2024
Virtual Personas for Language Models via an Anthology of Backstories EMNLP 2024
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text NIPS 2024
BLSP-Emo: Towards Empathetic Large Speech-Language Models EMNLP 2024
Local Contrastive Editing of Gender Stereotypes EMNLP 2024
MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
A Transformer with Stack Attention NAACL 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024
On the In-context Generation of Language Models EMNLP 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Can Transformers Learn n-gram Language Models? EMNLP 2024
A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024
On the Inductive Bias of Stacking Towards Improving Reasoning NIPS 2024
Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation EMNLP 2024
Is Child-Directed Speech Effective Training Data for Language Models? EMNLP 2024
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024