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Language Modeling

1624 directly classified papers

Papers per year

Papers

SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025
UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation EMNLP 2025
Segment-Based Attention Masking for GPTs ACL 2025
Surprisal Dynamics for the Detection of Multi-Word Expressions in English IJCNLP 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025
PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation COLING 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025
Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025
One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning IJCNLP 2025
Modular Arithmetic: Language Models Solve Math Digit by Digit IJCNLP 2025
Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
D2CS - Documents Graph Clustering using LLM supervision EMNLP 2025
GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning EMNLP 2025
ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025
Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025
Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025
CoELM: Construction-Enhanced Language Modeling ACL 2024
Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning CONLL 2024
Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024
EIT: Enhanced Interactive Transformer ACL 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024
BabyLM Challenge: Experimenting with Self-Distillation and Reverse-Distillation for Language Model Pre-Training on Constrained Datasets CONLL 2024
StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024