NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding

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

Nearest Neighbor Normalization Improves Multimodal Retrieval

Commentator: A Code-mixed Multilingual Text Annotation Framework

RETAIN: Interactive Tool for Regression Testing Guided LLM Migration

LLM4Decompile: Decompiling Binary Code with Large Language Models

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

I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation

Model-based Preference Optimization in Abstractive Summarization without Human Feedback

Distract Large Language Models for Automatic Jailbreak Attack

Zeguan Xiao | Yan Yang | Guanhua Chen | Yun Chen |

CAVA: A Tool for Cultural Alignment Visualization & Analysis

Nevan Giuliani | Cheng Charles Ma | Prakruthi Pradeep | Daphne Ippolito |

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Pinzhen Chen | Simon Yu | Zhicheng Guo | Barry Haddow |

On the Fragility of Active Learners for Text Classification

Abhishek Ghose | Emma Thuong Nguyen |

Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach

NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning

RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework

Yifan Wang | Vera Demberg |