← Resources & Methods
Natural Language Processing › Resources & Methods ›

Language Modeling

1090 directly classified papers

Papers per year

Papers

Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
Perplexing Canon: A study on GPT-based perplexity of canonical and non-canonical literary works EACL 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula ICML 2024
Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024
Think Twice: Perspective-Taking Improves Large Language Models’ Theory-of-Mind Capabilities ACL 2024
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024
Experimenting with Discourse Segmentation of Taiwan Southern Min Spontaneous Speech EACL 2024
Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024
I am a Strange Dataset: Metalinguistic Tests for Language Models ACL 2024
CoELM: Construction-Enhanced Language Modeling ACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024
SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations ACL 2024
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024
ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024
FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024
Lexical Substitution as Causal Language Modeling NAACL 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* COLING 2024