Natural Language Processing › Generation ›

Language Modeling

1624 directly classified papers

Papers per year

Papers

Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SEMEVAL 2023

Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding ACL 2023

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023

Nonparametric Masked Language Modeling ACL 2023

Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems EMNLP 2023

Text Rendering Strategies for Pixel Language Models EMNLP 2023

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP 2023

Don’t Trust ChatGPT when your Question is not in English: A Study of Multilingual Abilities and Types of LLMs EMNLP 2023

TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023

Reasoning with Language Model is Planning with World Model EMNLP 2023

Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023

Transformer-based Live Update Generation for Soccer Matches from Microblog Posts EMNLP 2023

Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023

ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023

Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023

Symbol tuning improves in-context learning in language models EMNLP 2023

Lexical Speaker Error Correction: Leveraging Language Models for Speaker Diarization Error Correction INTERSPEECH 2023

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning ICML 2023

HistAlign: Improving Context Dependency in Language Generation by Aligning with History EMNLP 2023

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding EMNLP 2023

On Monotonic Aggregation for Open-domain QA INTERSPEECH 2023

Effects of sub-word segmentation on performance of transformer language models EMNLP 2023

Can Contextual Biasing Remain Effective with Whisper and GPT-2? INTERSPEECH 2023

PHD: Pixel-Based Language Modeling of Historical Documents EMNLP 2023