NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

« 43 44 45 46 47 48 49 50 51 52 53 »

TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation

Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning

Data Contamination Can Cross Language Barriers

Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs

Oded Ovadia | Menachem Brief | Moshik Mishaeli | Oren Elisha |

SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding

Ryan Sun | Tianyi Zhou | Xun Chen | Lichao Sun |

Are Large Language Models Capable of Generating Human-Level Narratives?

LLM4Decompile: Decompiling Binary Code with Large Language Models

Hanzhuo Tan | Qi Luo | Jing Li | Yuqun Zhang |

AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation

Back to School: Translation Using Grammar Books

Jonathan Hus | Antonios Anastasopoulos |

“You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations

Huy Nghiem | John Prindle | Jieyu Zhao | Hal Daumé Iii |

Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning

Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions

Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing

Ifeoluwa Wuraola | Nina Dethlefs | Daniel Marciniak |

Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models

Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models