A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models
- Takuma Udagawa
- Aashka Trivedi
- et al.
- 2023
- EMNLP 2023
Publications
27 results at EMNLP 2023
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs
- Yatin Nandwani
- Vineet Kumar
- et al.
- 2023
- EMNLP 2023
Where to start? Analyzing the potential value of intermediate models
- Leshem Choshen
- Elad Venezian
- et al.
- 2023
- EMNLP 2023
Knowledge is a Region in Weight Space for Finetuned Language Models
- Almog Gueta
- Elad Venezian
- et al.
- 2023
- EMNLP 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
- Jon Saad-Falcon
- Omar Khattab
- et al.
- 2023
- EMNLP 2023
Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs
- Roi Herzig
- Alon Mendelson
- et al.
- 2023
- EMNLP 2023
TaskDiff: A Similarity Metric for Task-Oriented Conversations
- Ankita Bhaumik
- Praveen Venkateswaran
- et al.
- 2023
- EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study
- Avishai Gretz
- Alon Halfon
- et al.
- 2023
- EMNLP 2023
Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting
- Ran Iwamoto
- Issei Yoshida
- et al.
- 2023
- EMNLP 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture
- Bingsheng Yao
- Ishan Jindal
- et al.
- 2023
- EMNLP 2023