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Found 7 papers, 4 papers with code
BlackJAX: Composable Bayesian inference in JAX
BlackJAX is a library implementing sampling and variational inference algorithms commonly used in Bayesian computation.
Pragmatic Issue-Sensitive Image Captioning
Image captioning systems have recently improved dramatically, but they still tend to produce captions that are insensitive to the communicative goals that captions should meet.
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration
Information retrieval (IR) systems need to constantly update their knowledge as target objects and user queries change over time.
Communication-based Evaluation for Natural Language Generation
Natural language generation (NLG) systems are commonly evaluated using n-gram overlap measures (e. g. BLEU, ROUGE).
Lost in Machine Translation: A Method to Reduce Meaning Loss
A desideratum of high-quality translation systems is that they preserve meaning, in the sense that two sentences with different meanings should not translate to one and the same sentence in another language.
An Incremental Iterated Response Model of Pragmatics
Recent Iterated Response (IR) models of pragmatics conceptualize language use as a recursive process in which agents reason about each other to increase communicative efficiency.
Pragmatically Informative Image Captioning with Character-Level Inference
We combine a neural image captioner with a Rational Speech Acts (RSA) model to make a system that is pragmatically informative: its objective is to produce captions that are not merely true but also distinguish their inputs from similar images.
