Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges.
Mohammed ElhenawyAhmad AbutahounTaqwa I. AlhadidiAhmed JaberHuthaifa I. AshqarShadi JaradatAhmed AbdelhaySebastien GlaserAndry RakotonirainyPublished in: CoRR (2024)
Keyphrases
- language model
- multi agent
- language modeling
- document retrieval
- combinatorial optimization
- retrieval model
- n gram
- language modelling
- query expansion
- traveling salesman problem
- information retrieval
- probabilistic model
- speech recognition
- context sensitive
- visual information
- test collection
- statistical language models
- ad hoc information retrieval
- low level
- document ranking
- query terms
- smoothing methods
- pseudo relevance feedback
- vector space model
- document length
- relevance model
- okapi bm
- multimedia
- language model for information retrieval
- translation model
- machine learning
- visual features