Novel-View Acoustic Synthesis From 3D Reconstructed Rooms
We investigate the benefit of combining blind audio recordings with 3D scene information for novel-view acoustic synthesis. Given audio recordings from 2-4 microphones...
ReALM: Reference Resolution as Language Modeling
Reference resolution is an important problem, one that is essential to understand and successfully handle contexts of different kinds. This context includes both...
On the Benefits of Pixel-Based Hierarchical Policies for Task Generalization
Reinforcement learning practitioners often avoid hierarchical policies, especially in image-based observation spaces. Typically, the single-task performance improvement over flat-policy counterparts does not justify...
APE: Active Prompt Engineering – Identifying Informative Few-Shot Examples for LLMs
Prompt engineering is an iterative procedure that often requires extensive manual efforts to formulate suitable instructions for effectively directing large language models (LLMs)...
Can You Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
Self-supervised features are typically used in place of filter-bank features in speaker verification models. However, these models were originally designed to ingest filter-banks...
RepCNN: Micro-Sized, Mighty Models for Wakeword Detection
Always-on machine learning models require a very low memory and compute footprint. Their restricted parameter count limits the model’s capacity to learn, and...
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2024
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2024
Source link
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Recent large language models (LLMs) advancements sparked a growing research interest in tool assisted LLMs solving real-world challenges, which calls for comprehensive evaluation...
KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs
This paper was accepted at the Workshop Towards Knowledgeable Language Models 2024.
Large Language Models (LLMs) might hallucinate facts, while curated Knowledge Graph (KGs)...
ACL Conference 2024
Apple is sponsoring the annual meeting of the Association for Computational Linguistics (ACL), which takes place in person from August 11 to 16,...
