Publications

27 results at EMNLP 2023

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
- - Jon Saad-Falcon
  - Omar Khattab
  - et al.
- 2023
- EMNLP 2023
Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy?
- - Arafat Sultan
- 2023
- EMNLP 2023
Knowledge is a Region in Weight Space for Finetuned Language Models
- - Almog Gueta
  - Elad Venezian
  - et al.
- 2023
- EMNLP 2023
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models
- - Takuma Udagawa
  - Aashka Trivedi
  - et al.
- 2023
- EMNLP 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
- - Daniele Comi
  - Dimitrios Christofidellis
  - et al.
- 2023
- 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
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
Where to start? Analyzing the potential value of intermediate models
- - Leshem Choshen
  - Elad Venezian
  - 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