Saved in:
| Main Authors: | Huang, Chenyang, Zhou, Hao, Jen, Cameron, Zheng, Kangjie, Zaïane, Osmar R., Mou, Lili |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2502.04535 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
by: Huang, Chenyang, et al.
Published: (2025)
by: Huang, Chenyang, et al.
Published: (2025)
Improving LLM's Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization
by: Sheikhi, Hadi, et al.
Published: (2025)
by: Sheikhi, Hadi, et al.
Published: (2025)
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
by: Huang, Chenyang, et al.
Published: (2024)
by: Huang, Chenyang, et al.
Published: (2024)
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning
by: Jin, Chunzhen, et al.
Published: (2024)
by: Jin, Chunzhen, et al.
Published: (2024)
Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing
by: Shayegh, Behzad, et al.
Published: (2024)
by: Shayegh, Behzad, et al.
Published: (2024)
Zero-Shot Strategies for Length-Controllable Summarization
by: Retkowski, Fabian, et al.
Published: (2024)
by: Retkowski, Fabian, et al.
Published: (2024)
Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata
by: Chen, Jinghong, et al.
Published: (2024)
by: Chen, Jinghong, et al.
Published: (2024)
Ultra-Low-Dimensional Prompt Tuning via Random Projection
by: Wu, Zijun, et al.
Published: (2025)
by: Wu, Zijun, et al.
Published: (2025)
TokMem: One-Token Procedural Memory for Large Language Models
by: Wu, Zijun, et al.
Published: (2025)
by: Wu, Zijun, et al.
Published: (2025)
Controlling Summarization Length Through EOS Token Weighting
by: Belligoli, Zeno, et al.
Published: (2025)
by: Belligoli, Zeno, et al.
Published: (2025)
LLMR: Knowledge Distillation with a Large Language Model-Induced Reward
by: Li, Dongheng, et al.
Published: (2024)
by: Li, Dongheng, et al.
Published: (2024)
Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization
by: Nair, Sindhu, et al.
Published: (2024)
by: Nair, Sindhu, et al.
Published: (2024)
Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric
by: Khosravani, Mohammad, et al.
Published: (2024)
by: Khosravani, Mohammad, et al.
Published: (2024)
An Automated Length-Aware Quality Metric for Summarization
by: Foland, Andrew D.
Published: (2025)
by: Foland, Andrew D.
Published: (2025)
The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims
by: Zhou, Shu, et al.
Published: (2024)
by: Zhou, Shu, et al.
Published: (2024)
Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation
by: Luo, Guoqing, et al.
Published: (2025)
by: Luo, Guoqing, et al.
Published: (2025)
Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework
by: Wu, Yuping, et al.
Published: (2024)
by: Wu, Yuping, et al.
Published: (2024)
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods
by: Passali, Tatiana, et al.
Published: (2022)
by: Passali, Tatiana, et al.
Published: (2022)
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation
by: Wen, Yuqiao, et al.
Published: (2024)
by: Wen, Yuqiao, et al.
Published: (2024)
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization
by: Thulke, David, et al.
Published: (2024)
by: Thulke, David, 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)
A Dual-View Approach to Classifying Radiology Reports by Co-Training
by: Han, Yutong, et al.
Published: (2024)
by: Han, Yutong, et al.
Published: (2024)
The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning
by: Schoepp, Sheila, et al.
Published: (2025)
by: Schoepp, Sheila, et al.
Published: (2025)
Considering Length Diversity in Retrieval-Augmented Summarization
by: Juseon-Do, et al.
Published: (2025)
by: Juseon-Do, et al.
Published: (2025)
Beyond Input Understanding: Diagnosing Multilingual Mathematical Reasoning with Directed Acyclic Trace Graphs
by: Zhang, Jiaqiao, et al.
Published: (2026)
by: Zhang, Jiaqiao, et al.
Published: (2026)
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation
by: Fan, Jiabin, et al.
Published: (2025)
by: Fan, Jiabin, et al.
Published: (2025)
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks
by: Lu, Bo-Ru, et al.
Published: (2024)
by: Lu, Bo-Ru, et al.
Published: (2024)
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization
by: Pratapa, Adithya, et al.
Published: (2025)
by: Pratapa, Adithya, et al.
Published: (2025)
Speculative Contrastive Decoding
by: Yuan, Hongyi, et al.
Published: (2023)
by: Yuan, Hongyi, et al.
Published: (2023)
Aspect-Based Opinion Summarization with Argumentation Schemes
by: Zhou, Wendi, et al.
Published: (2025)
by: Zhou, Wendi, et al.
Published: (2025)
Analysis of Levenshtein Transformer's Decoder and Its Variants
by: Zhou, Ruiyang
Published: (2024)
by: Zhou, Ruiyang
Published: (2024)
A Comprehensive Survey on Legal Summarization: Challenges and Future Directions
by: Akter, Mousumi, et al.
Published: (2025)
by: Akter, Mousumi, et al.
Published: (2025)
Language Model Decoding as Direct Metrics Optimization
by: Ji, Haozhe, et al.
Published: (2023)
by: Ji, Haozhe, et al.
Published: (2023)
PEARL: Parallel Speculative Decoding with Adaptive Draft Length
by: Liu, Tianyu, et al.
Published: (2024)
by: Liu, Tianyu, et al.
Published: (2024)
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
by: Ma, Xuezhe, et al.
Published: (2024)
by: Ma, Xuezhe, et al.
Published: (2024)
Length-Aware Multi-Kernel Transformer for Long Document Classification
by: Han, Guangzeng, et al.
Published: (2024)
by: Han, Guangzeng, et al.
Published: (2024)
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization
by: Lu, Yen-Ju, et al.
Published: (2025)
by: Lu, Yen-Ju, et al.
Published: (2025)
Multi-Persona Thinking for Bias Mitigation in Large Language Models
by: Chen, Yuxing, et al.
Published: (2026)
by: Chen, Yuxing, et al.
Published: (2026)
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
by: Xiong, Jing, et al.
Published: (2025)
by: Xiong, Jing, et al.
Published: (2025)
Context-aware Decoding Reduces Hallucination in Query-focused Summarization
by: Xu, Zhichao
Published: (2023)
by: Xu, Zhichao
Published: (2023)
Similar Items
-
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
by: Huang, Chenyang, et al.
Published: (2025) -
Improving LLM's Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization
by: Sheikhi, Hadi, et al.
Published: (2025) -
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
by: Huang, Chenyang, et al.
Published: (2024) -
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning
by: Jin, Chunzhen, et al.
Published: (2024) -
Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing
by: Shayegh, Behzad, et al.
Published: (2024)