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Language Modeling

1624 directly classified papers

Papers per year

Papers

MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024
Generation with Dynamic Vocabulary EMNLP 2024
NIMZ at SemEval-2024 Task 9: Evaluating Methods in Solving Brainteasers Defying Commonsense SEMEVAL 2024
Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024
Training Compute-Optimal Protein Language Models NIPS 2024
Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____> EACL 2024
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NIPS 2024
Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation EMNLP 2024
Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning NAACL 2024
Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method EACL 2024
NevIR: Negation in Neural Information Retrieval EACL 2024
DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling NAACL 2024
What should Baby Models read? Exploring Sample-Efficient Data Composition on Model Performance CONLL 2024
On the Proper Treatment of Tokenization in Psycholinguistics EMNLP 2024
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers NIPS 2024
Semformer: Transformer Language Models with Semantic Planning EMNLP 2024
Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024
BLSP-Emo: Towards Empathetic Large Speech-Language Models EMNLP 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024
Perplexing Canon: A study on GPT-based perplexity of canonical and non-canonical literary works EACL 2024
GroundHog: Dialogue Generation using Multi-Grained Linguistic Input EACL 2024
RASU: Retrieval Augmented Speech Understanding through Generative Modeling INTERSPEECH 2024