NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering

Helena Bonaldi | Greta Damo | Nicolás Benjamín Ocampo | Elena Cabrio | Serena Villata | Marco Guerini |

Virtual Personas for Language Models via an Anthology of Backstories

Suhong Moon | Marwa Abdulhai | Minwoo Kang | Joseph Suh | Widyadewi Soedarmadji | Eran Kohen Behar | David Chan |

KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server

WenHao Wang | Xiaoyu Liang | Rui Ye | Jingyi Chai | Siheng Chen | Yanfeng Wang |

Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion

Chenyu Qiu | Pengjiang Qian | Chuang Wang | Jian Yao | Li Liu | Fang Wei | Eddie Y.k. Eddie |

Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers

Tianhua Zhang | Kun Li | Hongyin Luo | Xixin Wu | James R. Glass | Helen M. Meng |

Speechworthy Instruction-tuned Language Models

Hyundong Justin Cho | Nicolaas Paul Jedema | Leonardo F. R. Ribeiro | Karishma Sharma | Pedro Szekely | Alessandro Moschitti | Ruben Janssen | Jonathan May |

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models

Deniz Bayazit | Negar Foroutan | Zeming Chen | Gail Weiss | Antoine Bosselut |

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

Cheng-Kuang Wu | Zhi Rui Tam | Chao-Chung Wu | Chieh-Yen Lin | Hung-yi Lee | Yun-Nung Chen |

Model-based Preference Optimization in Abstractive Summarization without Human Feedback

Jaepill Choi | Kyubyung Chae | Jiwoo Song | Yohan Jo | Taesup Kim |

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

Nadjet Bouayad-Agha | Ignasi Gomez-Sebastia | Alba Padro | Enric Pallares Roura | David Pelayo Castelló | Rocío Tovar |

NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning

Eli Schwartz | Leshem Choshen | Joseph Shtok | Sivan Doveh | Leonid Karlinsky | Assaf Arbelle |

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