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Language Modeling

1624 directly classified papers

Papers per year

Papers

Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024
Harnessing GPT to Study Second Language Learner Essays: Can We Use Perplexity to Determine Linguistic Competence? NAACL 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024
CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024
A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation NAACL 2024
A Transformer with Stack Attention NAACL 2024
Filtered Direct Preference Optimization EMNLP 2024
On the alignment of LM language generation and human language comprehension EMNLP 2024
On the Power of Decision Trees in Auto-Regressive Language Modeling NIPS 2024
Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances EMNLP 2024
ConnecTone: a modular AAC system prototype with contextual generative text prediction and style-adaptive conversational TTS INTERSPEECH 2024
Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets EMNLP 2024
Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus EMNLP 2024
Unsupervised Human Preference Learning EMNLP 2024
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024
Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning EMNLP 2024
What should Baby Models read? Exploring Sample-Efficient Data Composition on Model Performance CONLL 2024
Speechworthy Instruction-tuned Language Models EMNLP 2024
BERTs are Generative In-Context Learners NIPS 2024
Selective Attention: Enhancing Transformer through Principled Context Control NIPS 2024
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____> EACL 2024
Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models EACL 2024
Generalizations across filler-gap dependencies in neural language models CONLL 2024