LLM Augmented LLMs: Expanding Capabilities through Composition
Fuente:
arXiv
Saved in:
| Main Authors: | Bansal, Rachit, Samanta, Bidisha, Dalmia, Siddharth, Gupta, Nitish, Vashishth, Shikhar, Ganapathy, Sriram, Bapna, Abhishek, Jain, Prateek, Talukdar, Partha |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages
by: Singh, Harman, et al.
Published: (2024)
by: Singh, Harman, et al.
Published: (2024)
STAB: Speech Tokenizer Assessment Benchmark
by: Vashishth, Shikhar, et al.
Published: (2024)
by: Vashishth, Shikhar, et al.
Published: (2024)
Revisiting In-Context Learning with Long Context Language Models
by: Baek, Jinheon, et al.
Published: (2024)
by: Baek, Jinheon, et al.
Published: (2024)
A Morphology-Based Investigation of Positional Encodings
by: Ghosh, Poulami, et al.
Published: (2024)
by: Ghosh, Poulami, et al.
Published: (2024)
FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs
by: Bhattacharya, Debarpan, et al.
Published: (2025)
by: Bhattacharya, Debarpan, et al.
Published: (2025)
Improving Self-supervised Pre-training using Accent-Specific Codebooks
by: Prabhu, Darshan, et al.
Published: (2024)
by: Prabhu, Darshan, et al.
Published: (2024)
Toward Intelligent Scene Augmentation for Context-Aware Object Placement and Sponsor-Logo Integration
by: Saraswat, Unnati, et al.
Published: (2025)
by: Saraswat, Unnati, et al.
Published: (2025)
HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition
by: Dutta, Soumya, et al.
Published: (2023)
by: Dutta, Soumya, et al.
Published: (2023)
Entity-Augmented Neuroscience Knowledge Retrieval Using Ontology and Semantic Understanding Capability of LLM
by: Ta, Pralaypati, et al.
Published: (2025)
by: Ta, Pralaypati, et al.
Published: (2025)
Spoken Language Understanding on Unseen Tasks With In-Context Learning
by: Agrawal, Neeraj, et al.
Published: (2025)
by: Agrawal, Neeraj, et al.
Published: (2025)
Large Language Models Enable Design of Personalized Nudges across Cultures
by: Maksimenko, Vladimir, et al.
Published: (2025)
by: Maksimenko, Vladimir, et al.
Published: (2025)
TAMIGO: Empowering Teaching Assistants using LLM-assisted viva and code assessment in an Advanced Computing Class
by: IIITD, Anishka, et al.
Published: (2024)
by: IIITD, Anishka, et al.
Published: (2024)
Towards the Next Frontier in Speech Representation Learning Using Disentanglement
by: Krishna, Varun, et al.
Published: (2024)
by: Krishna, Varun, et al.
Published: (2024)
Rethinking Cross-lingual Gaps from a Statistical Viewpoint
by: Piratla, Vihari, et al.
Published: (2025)
by: Piratla, Vihari, et al.
Published: (2025)
A Mixture-of-Experts Model for Multimodal Emotion Recognition in Conversations
by: Dutta, Soumya, et al.
Published: (2026)
by: Dutta, Soumya, et al.
Published: (2026)
GazeGPT: Augmenting Human Capabilities using Gaze-contingent Contextual AI for Smart Eyewear
by: Konrad, Robert, et al.
Published: (2024)
by: Konrad, Robert, et al.
Published: (2024)
Scalable multilingual PII annotation for responsible AI in LLMs
by: Meena, Bharti, et al.
Published: (2025)
by: Meena, Bharti, et al.
Published: (2025)
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems
by: Gomez, Frank Palma, et al.
Published: (2024)
by: Gomez, Frank Palma, et al.
Published: (2024)
YOLO-LAN: Precise Polyp Detection via Optimized Loss, Augmentations and Negatives
by: Gupta, Siddharth, et al.
Published: (2025)
by: Gupta, Siddharth, et al.
Published: (2025)
Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
by: Lim, Zheng Wei, et al.
Published: (2024)
by: Lim, Zheng Wei, et al.
Published: (2024)
Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning
by: Bhattacharya, Debarpan, et al.
Published: (2025)
by: Bhattacharya, Debarpan, et al.
Published: (2025)
ETT: Expanding the Long Context Understanding Capability of LLMs at Test-Time
by: Zahirnia, Kiarash, et al.
Published: (2025)
by: Zahirnia, Kiarash, et al.
Published: (2025)
qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs
by: Shukla, Shreya, et al.
Published: (2025)
by: Shukla, Shreya, et al.
Published: (2025)
Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues
by: Girmaji, Rohit, et al.
Published: (2025)
by: Girmaji, Rohit, et al.
Published: (2025)
ELICIT: LLM Augmentation via External In-Context Capability
by: Wang, Futing, et al.
Published: (2024)
by: Wang, Futing, et al.
Published: (2024)
Human + AI for Accelerating Ad Localization Evaluation
by: Rajgarhia, Harshit, et al.
Published: (2025)
by: Rajgarhia, Harshit, et al.
Published: (2025)
RSQ: Learning from Important Tokens Leads to Better Quantized LLMs
by: Sung, Yi-Lin, et al.
Published: (2025)
by: Sung, Yi-Lin, et al.
Published: (2025)
CUE-R: Beyond the Final Answer in Retrieval-Augmented Generation
by: Jain, Siddharth, et al.
Published: (2026)
by: Jain, Siddharth, et al.
Published: (2026)
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
by: Addepalli, Sravanti, et al.
Published: (2024)
by: Addepalli, Sravanti, et al.
Published: (2024)
SpecKV: Adaptive Speculative Decoding with Compression-Aware Gamma Selection
by: Shukla, Shikhar
Published: (2026)
by: Shukla, Shikhar
Published: (2026)
Time-Reversal Provides Unsupervised Feedback to LLMs
by: Varun, Yerram, et al.
Published: (2024)
by: Varun, Yerram, et al.
Published: (2024)
Faster Transformer Decoding: N-gram Masked Self-Attention
by: Chelba, Ciprian, et al.
Published: (2020)
by: Chelba, Ciprian, et al.
Published: (2020)
AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
by: Chen, Xuanzhong, et al.
Published: (2025)
by: Chen, Xuanzhong, et al.
Published: (2025)
Script Gap: Evaluating LLM Triage on Indian Languages in Native vs Romanized Scripts in a Real World Setting
by: Khullar, Manurag, et al.
Published: (2025)
by: Khullar, Manurag, et al.
Published: (2025)
DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
by: Wang, Zun, et al.
Published: (2024)
by: Wang, Zun, et al.
Published: (2024)
RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval Augmented Generation Systems
by: Lin, Jingru, et al.
Published: (2025)
by: Lin, Jingru, et al.
Published: (2025)
All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media
by: Patro, Jasabanta, et al.
Published: (2017)
by: Patro, Jasabanta, et al.
Published: (2017)
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs
by: Lu, Keer, et al.
Published: (2024)
by: Lu, Keer, et al.
Published: (2024)
PROST-LLM: Progressively Enhancing the Speech-to-Speech Translation Capability in LLMs
by: Xu, Jing, et al.
Published: (2026)
by: Xu, Jing, et al.
Published: (2026)
QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
by: Li, Jiazheng, et al.
Published: (2025)
by: Li, Jiazheng, et al.
Published: (2025)
Similar Items
-
IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages
by: Singh, Harman, et al.
Published: (2024) -
STAB: Speech Tokenizer Assessment Benchmark
by: Vashishth, Shikhar, et al.
Published: (2024) -
Revisiting In-Context Learning with Long Context Language Models
by: Baek, Jinheon, et al.
Published: (2024) -
A Morphology-Based Investigation of Positional Encodings
by: Ghosh, Poulami, et al.
Published: (2024) -
FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs
by: Bhattacharya, Debarpan, et al.
Published: (2025)