Assessing Phrasal Representation and Composition in Transformers

8 October 2020

Papers citing "Assessing Phrasal Representation and Composition in Transformers"

16 / 16 papers shown

Title
Interpreting token compositionality in LLMs: A robustness analysis Nura Aljaafari Danilo S. Carvalho André Freitas 30 0 0 16 Oct 2024
Should We Fear Large Language Models? A Structural Analysis of the Human Reasoning System for Elucidating LLM Capabilities and Risks Through the Lens of Heidegger's Philosophy Jianqiiu Zhang ELM 35 1 0 05 Mar 2024
Learning High-Quality and General-Purpose Phrase Representations Lihu Chen Gaël Varoquaux Fabian M. Suchanek 30 3 0 18 Jan 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality Chen Huang Peixin Qin Wenqiang Lei Jiancheng Lv 24 1 0 12 Dec 2023
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 75 7 0 07 Nov 2023
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Aline Villavicencio Iryna Gurevych LRM 42 5 0 31 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 19 9 0 14 Oct 2022
Are Representations Built from the Ground Up? An Empirical Examination of Local Composition in Language Models Emmy Liu Graham Neubig CoGe 13 10 0 07 Oct 2022
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 32 10 0 31 Mar 2022
Neural reality of argument structure constructions Bai Li Zining Zhu Guillaume Thomas Frank Rudzicz Yang Xu 38 26 0 24 Feb 2022
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 180 66 0 13 Sep 2021
It's not Rocket Science : Interpreting Figurative Language in Narratives Tuhin Chakrabarty Yejin Choi Vered Shwartz 19 55 0 31 Aug 2021
Word meaning in minds and machines Brenden Lake G. Murphy NAI 15 117 0 04 Aug 2020
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words Josef Klafka Allyson Ettinger 51 42 0 04 May 2020
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018