[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 7 Jun 2024 (v1), last revised 19 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 29 Jun 2024 (v1), last revised 18 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 9 Oct 2024 (v1), last revised 18 Nov 2024 (this version, v2)] View a PDF of the paper ...
Read more
[2405.01483] MANTIS: Interleaved Multi-Image Instruction Tuning
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 2 May 2024 (v1), last revised 15 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 25 Oct 2024 (v1), last revised 14 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
Multi-Agent LLM Defense against Jailbreak Attacks
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 2 Mar 2024 (v1), last revised 14 Nov 2024 (this version, v2)] View a PDF of the paper ...
Read more
[2407.15339] Deep Learning for Economists
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 22 Jul 2024 (v1), last revised 13 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more
[2411.07820] Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 12 Nov 2024 (v1), last revised 13 Nov 2024 (this version, v2)] View a PDF of the paper ...
Read more
[2405.00722] LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 26 Apr 2024 (v1), last revised 12 Nov 2024 (this version, v2)] View a PDF of the paper ...
Read more
[2311.07468] An Analysis and Mitigation of the Reversal Curse
![[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization [2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 13 Nov 2023 (v1), last revised 10 Nov 2024 (this version, v3)] View a PDF of the paper ...
Read more