NLPExplorer

EMNLP - 2024

Total Papers:- 1451

Total Papers accross all years:- 12236

Total Citations :- 0

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LM2: A Simple Society of Language Models Solves Complex Reasoning

Gurusha Juneja | Subhabrata Dutta | Tanmoy Chakraborty |

An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records

Introductory Tutorial: Reasoning with Natural Language Explanations

Marco Valentino | André Freitas |

Major Entity Identification: A Generalizable Alternative to Coreference Resolution

Kawshik Manikantan Sundar | Shubham Toshniwal | Makarand Tapaswi | Vineet Gandhi |

Enhancing LLM Capabilities Beyond Scaling Up

TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging

Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations

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