Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization
Fuente:
arXiv
Saved in:
| Main Authors: | Chronopoulou, Alexandra, Pfeiffer, Jonas, Maynez, Joshua, Wang, Xinyi, Ruder, Sebastian, Agrawal, Priyanka |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
$μ$PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
by: Huot, Fantine, et al.
Published: (2023)
by: Huot, Fantine, et al.
Published: (2023)
Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RL
by: Wu, Zhaofeng, et al.
Published: (2026)
by: Wu, Zhaofeng, et al.
Published: (2026)
Investigating Task Arithmetic for Zero-Shot Information Retrieval
by: Braga, Marco, et al.
Published: (2025)
by: Braga, Marco, et al.
Published: (2025)
Language-Independent Representations Improve Zero-Shot Summarization
by: Solovyev, Vladimir, et al.
Published: (2024)
by: Solovyev, Vladimir, et al.
Published: (2024)
mFACE: Multilingual Summarization with Factual Consistency Evaluation
by: Aharoni, Roee, et al.
Published: (2022)
by: Aharoni, Roee, et al.
Published: (2022)
Zero-Shot Strategies for Length-Controllable Summarization
by: Retkowski, Fabian, et al.
Published: (2024)
by: Retkowski, Fabian, et al.
Published: (2024)
Arbiters of Ambivalence: Challenges of Using LLMs in No-Consensus Tasks
by: Radharapu, Bhaktipriya, et al.
Published: (2025)
by: Radharapu, Bhaktipriya, et al.
Published: (2025)
On Zero-Shot Counterspeech Generation by LLMs
by: Saha, Punyajoy, et al.
Published: (2024)
by: Saha, Punyajoy, et al.
Published: (2024)
BLooP: Zero-Shot Abstractive Summarization using Large Language Models with Bigram Lookahead Promotion
by: Iyer, Varun, et al.
Published: (2026)
by: Iyer, Varun, et al.
Published: (2026)
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema
by: Mosharrof, Adib, et al.
Published: (2023)
by: Mosharrof, Adib, et al.
Published: (2023)
Understanding and Mitigating Language Confusion in LLMs
by: Marchisio, Kelly, et al.
Published: (2024)
by: Marchisio, Kelly, et al.
Published: (2024)
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge
by: Chen, Yan-Lun, et al.
Published: (2025)
by: Chen, Yan-Lun, et al.
Published: (2025)
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
by: Kachuee, Sajjad, et al.
Published: (2025)
by: Kachuee, Sajjad, et al.
Published: (2025)
Building a Few-Shot Cross-Domain Multilingual NLU Model for Customer Care
by: Kumar, Saurabh, et al.
Published: (2025)
by: Kumar, Saurabh, et al.
Published: (2025)
Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias
by: Chhabra, Anshuman, et al.
Published: (2024)
by: Chhabra, Anshuman, et al.
Published: (2024)
Exploration of Summarization by Generative Language Models for Automated Scoring of Long Essays
by: Hua, Haowei, et al.
Published: (2025)
by: Hua, Haowei, et al.
Published: (2025)
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model
by: Zhang, Zeyu, et al.
Published: (2024)
by: Zhang, Zeyu, et al.
Published: (2024)
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
by: Awal, Rabiul, et al.
Published: (2023)
by: Awal, Rabiul, et al.
Published: (2023)
Task Arithmetic with Support Languages for Low-Resource ASR
by: Rafkin, Emma, et al.
Published: (2026)
by: Rafkin, Emma, et al.
Published: (2026)
The Silent Vote: Improving Zero-Shot LLM Reliability by Aggregating Semantic Neighborhoods
by: Badhe, Sanket, et al.
Published: (2026)
by: Badhe, Sanket, et al.
Published: (2026)
REFLEX: Reference-Free Evaluation of Log Summarization via Large Language Model Judgment
by: Mudgal, Priyanka
Published: (2025)
by: Mudgal, Priyanka
Published: (2025)
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement
by: Klimaszewski, Mateusz, et al.
Published: (2024)
by: Klimaszewski, Mateusz, et al.
Published: (2024)
Task Arithmetic for Language Expansion in Speech Translation
by: Cheng, Yao-Fei, et al.
Published: (2024)
by: Cheng, Yao-Fei, et al.
Published: (2024)
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models
by: Razumovskaia, Evgeniia, et al.
Published: (2022)
by: Razumovskaia, Evgeniia, et al.
Published: (2022)
ARC: Argument Representation and Coverage Analysis for Zero-Shot Long Document Summarization with Instruction Following LLMs
by: Elaraby, Mohamed, et al.
Published: (2025)
by: Elaraby, Mohamed, et al.
Published: (2025)
Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks
by: Gambardella, Andrew, et al.
Published: (2024)
by: Gambardella, Andrew, et al.
Published: (2024)
AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic
by: Robinson, Nathaniel R., et al.
Published: (2024)
by: Robinson, Nathaniel R., et al.
Published: (2024)
FUSE-ing Language Models: Zero-Shot Adapter Discovery for Prompt Optimization Across Tokenizers
by: Williams, Joshua Nathaniel, et al.
Published: (2024)
by: Williams, Joshua Nathaniel, et al.
Published: (2024)
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
by: Zhou, Yuyan, et al.
Published: (2024)
by: Zhou, Yuyan, et al.
Published: (2024)
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
by: Ko, Sungho, et al.
Published: (2024)
by: Ko, Sungho, et al.
Published: (2024)
Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
by: Wang, Weixuan, et al.
Published: (2025)
by: Wang, Weixuan, et al.
Published: (2025)
Parameter-Efficient Conversational Recommender System as a Language Processing Task
by: Ravaut, Mathieu, et al.
Published: (2024)
by: Ravaut, Mathieu, et al.
Published: (2024)
Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models
by: Wu, Zijun, et al.
Published: (2023)
by: Wu, Zijun, et al.
Published: (2023)
Evaluating Compact LLMs for Zero-Shot Iberian Language Tasks on End-User Devices
by: Seller, Luís Couto, et al.
Published: (2025)
by: Seller, Luís Couto, et al.
Published: (2025)
Beg to Differ: Understanding Reasoning-Answer Misalignment Across Languages
by: Ovalle, Anaelia, et al.
Published: (2025)
by: Ovalle, Anaelia, et al.
Published: (2025)
A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics
by: Shimabucoro, Luisa, et al.
Published: (2025)
by: Shimabucoro, Luisa, et al.
Published: (2025)
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction
by: Ruder, Sebastian, et al.
Published: (2018)
by: Ruder, Sebastian, et al.
Published: (2018)
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
by: Bandarkar, Lucas, et al.
Published: (2024)
by: Bandarkar, Lucas, et al.
Published: (2024)
Enhancing Large Language Models with Neurosymbolic Reasoning for Multilingual Tasks
by: Nezhad, Sina Bagheri, et al.
Published: (2025)
by: Nezhad, Sina Bagheri, et al.
Published: (2025)
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection
by: Fazili, Barah, et al.
Published: (2024)
by: Fazili, Barah, et al.
Published: (2024)
Similar Items
-
$μ$PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
by: Huot, Fantine, et al.
Published: (2023) -
Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RL
by: Wu, Zhaofeng, et al.
Published: (2026) -
Investigating Task Arithmetic for Zero-Shot Information Retrieval
by: Braga, Marco, et al.
Published: (2025) -
Language-Independent Representations Improve Zero-Shot Summarization
by: Solovyev, Vladimir, et al.
Published: (2024) -
mFACE: Multilingual Summarization with Factual Consistency Evaluation
by: Aharoni, Roee, et al.
Published: (2022)