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Language Modeling

1090 directly classified papers

Papers per year

Papers

To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models EMNLP 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
Pretraining Language Models Using Translationese EMNLP 2024
Emergent Word Order Universals from Cognitively-Motivated Language Models ACL 2024
MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts SEMEVAL 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024
Topic Modeling for Short Texts with Large Language Models ACL 2024
I am a Strange Dataset: Metalinguistic Tests for Language Models ACL 2024
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024
Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024
Think Twice: Perspective-Taking Improves Large Language Models’ Theory-of-Mind Capabilities ACL 2024
Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024
Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024
Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024
Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration EACL 2024
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024
CoELM: Construction-Enhanced Language Modeling ACL 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
Findings of the SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
DE-Lite - a New Corpus of Easy German: Compilation, Exploration, Analysis EACL 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024
Perplexing Canon: A study on GPT-based perplexity of canonical and non-canonical literary works EACL 2024