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Language Modeling

1090 directly classified papers

Papers per year

Papers

Reference-less Analysis of Context Specificity in Translation with Personalised Language Models COLING 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
Lexically Grounded Subword Segmentation EMNLP 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNs EMNLP 2024
Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024
Tokenization Is More Than Compression EMNLP 2024
FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning EMNLP 2024
Expanding the FLORES+ Multilingual Benchmark with Translations for Aragonese, Aranese, Asturian, and Valencian EMNLP 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Chinese Spelling Corrector Is Just a Language Learner ACL 2024
How Important is a Language Model for Low-resource ASR? ACL 2024
LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
CoELM: Construction-Enhanced Language Modeling ACL 2024
Emergent Word Order Universals from Cognitively-Motivated Language Models ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
Team Bolaca at SemEval-2024 Task 6: Sentence-transformers are all you need SEMEVAL 2024
Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024
Topic Modeling for Short Texts with Large Language Models ACL 2024
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024