A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models
- Takuma Udagawa
- Aashka Trivedi
- et al.
- 2023
- EMNLP 2023
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25 results at EMNLP 2023
Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries
- Ashish Mittal
- Sunita Sarawagi
- et al.
- 2023
- EMNLP 2023
Active Learning for Natural Language Generation
- Yotam Perlitz
- Ariel Gera
- et al.
- 2023
- EMNLP 2023
Prompting with Pseudo-Code Instructions
- Mayank Mishra
- Prince Kumar
- et al.
- 2023
- EMNLP 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning
- Praveen Venkateswaran
- Evelyn Duesterwald
- 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
Semi-Structured Object Sequence Encoders
- Rudra Murthy
- Riyaz Bhat
- 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
Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting
- Ran Iwamoto
- Issei Yoshida
- et al.
- 2023
- EMNLP 2023