NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval

Dae Yon Hwang | Bilal Taha | Harshit Pande | Yaroslav Nechaev |

Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing

Le Yan | Zhen Qin | Honglei Zhuang | Rolf Jagerman | Xuanhui Wang | Michael Bendersky | Harrie Oosterhuis |

DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting

Xuanming Zhang | Anthony Diaz | Zixun Chen | Qingyang Wu | Kun Qian | Erik Voss | Zhou Yu |

MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model

Jiahao Huo | Yibo Yan | Boren Hu | Yutao Yue | Xuming Hu |

Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation

Jinyoung Park | Minseok Joo | Joo-Kyung Kim | Hyunwoo J. Kim |

First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning

Yoichi Aoki | Keito Kudo | Tatsuki Kuribayashi | Shusaku Sone | Masaya Taniguchi | Keisuke Sakaguchi | Kentaro Inui |

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 |

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

Yifan Wang | Vera Demberg |

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