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Language Modeling

1624 directly classified papers

Papers per year

Papers

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024
Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024
Harnessing GPT to Study Second Language Learner Essays: Can We Use Perplexity to Determine Linguistic Competence? NAACL 2024
Generalizations across filler-gap dependencies in neural language models CONLL 2024
LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline EMNLP 2024
On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024
Language Generation in the Limit NIPS 2024
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting EMNLP 2024
Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024
CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain EMNLP 2024
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024
Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards EMNLP 2024
TinyAgent: Function Calling at the Edge EMNLP 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024