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Language Modeling

1624 directly classified papers

Papers per year

Papers

Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge NIPS 2024
Sequence Reducible Holdout Loss for Language Model Pretraining COLING 2024
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP 2024
On the Proper Treatment of Tokenization in Psycholinguistics EMNLP 2024
Semformer: Transformer Language Models with Semantic Planning EMNLP 2024
GroundHog: Dialogue Generation using Multi-Grained Linguistic Input EACL 2024
Perplexing Canon: A study on GPT-based perplexity of canonical and non-canonical literary works EACL 2024
Autoregressive Pre-Training on Pixels and Texts EMNLP 2024
The Effect of Generalisation on the Inadequacy of the Mode EACL 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024
Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning EMNLP 2024
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024
Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation EACL 2024
Embible: Reconstruction of Ancient Hebrew and Aramaic Texts Using Transformers EACL 2024
Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models EACL 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024
Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method EACL 2024
Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____> EACL 2024
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024
A SMART Mnemonic Sounds like “Glue Tonic”: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick EMNLP 2024
An Interactive Toolkit for Approachable NLP ACL 2024
Cheetah: Natural Language Generation for 517 African Languages ACL 2024
Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models ACL 2024