NLPExplorer

BlackboxNLP - 2024

Total Papers:- 36

Total Papers accross all years:- 143

Total Citations :- 0

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Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models

Sepehr Kamahi | Yadollah Yaghoobzadeh |

Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes

Yuxi Chen | Suwei Ma | Tony Dear | Xu Chen |

Optimal and efficient text counterfactuals using Graph Neural Networks

Dimitris Lymperopoulos | Maria Lymperaiou | Giorgos Filandrianos | Giorgos Stamou |

Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates

LLM Internal States Reveal Hallucination Risk Faced With a Query

Do Metadata and Appearance of the Retrieved Webpages Affect LLM’s Reasoning in Retrieval-Augmented Generation?

Cheng-Han Chiang | Hung-yi Lee |

Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations

Róbert Csordás | Christopher Potts | Christopher D Manning | Atticus Geiger |

WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions

Learning, Forgetting, Remembering: Insights From Tracking LLM Memorization During Training

Danny D. Leybzon | Corentin Kervadec |

Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations

Supriya Manna | Niladri Sett |

Proceedings of the 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP

Enhancing Question Answering on Charts Through Effective Pre-training Tasks

Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning

Adib Hasan | Ileana Rugina | Alex Wang |

Are there identifiable structural parts in the sentence embedding whole?

Vivi Nastase | Paola Merlo |