Publications

843 results for Foundation Models

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models
- - Takuma Udagawa
  - Aashka Trivedi
  - et al.
- 2023
- EMNLP 2023
Conference paper
Knowledge is a Region in Weight Space for Finetuned Language Models
- - Almog Gueta
  - Elad Venezian
  - et al.
- 2023
- EMNLP 2023
Conference paper
Where to start? Analyzing the potential value of intermediate models
- - Leshem Choshen
  - Elad Venezian
  - et al.
- 2023
- EMNLP 2023
Conference paper
Active Learning for Natural Language Generation
- - Yotam Perlitz
  - Ariel Gera
  - et al.
- 2023
- EMNLP 2023
Conference paper
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs
- - Yatin Nandwani
  - Vineet Kumar
  - et al.
- 2023
- EMNLP 2023
Conference paper
Towards large language model-based personal agents in the enterprise: Current trends and open problems
- - Vinod Muthusamy
  - Yara Rizk
  - et al.
- 2023
- EMNLP 2023
Paper
Locally Differentially Private Document Generation Using Zero Shot Prompting
- - Saiteja Utpala
  - Sara Hooker
  - et al.
- 2023
- EMNLP 2023
Paper
Parameter Efficient Finetuning for Reducing Activation Density in Transformers
- - Bharat Runwal
  - Tejaswini Pedapati
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency
- - Ella Rabinovich
  - Samuel Ackerman
  - et al.
- 2023
- EMNLP 2023
Workshop paper
Unveiling Safety Vulnerabilities of Large Language Models
- - George Kour
  - Marcel Zalmanovici
  - et al.
- 2023
- EMNLP 2023
Workshop paper