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Language Modeling

1624 directly classified papers

Papers per year

Papers

Transformer verbatim in-context retrieval across time and scale CONLL 2024
The Effect of Surprisal on Reading Times in Information Seeking and Repeated Reading CONLL 2024
Cheetah: Natural Language Generation for 517 African Languages ACL 2024
An Analysis of Multilingual FActScore EMNLP 2024
Algorithmic progress in language models NIPS 2024
Large Language Model Recall Uncertainty is Modulated by the Fan Effect CONLL 2024
Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances EMNLP 2024
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale ACL 2024
Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation EACL 2024
Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024
Using Curriculum Masking Based on Child Language Development to Train a Large Language Model with Limited Training Data CONLL 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024
Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora CONLL 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024
Chinese Spelling Corrector Is Just a Language Learner ACL 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models EMNLP 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024
Neurocache: Efficient Vector Retrieval for Long-range Language Modeling NAACL 2024
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CONLL 2024
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024
Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis INTERSPEECH 2024
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024