76 citations · 76 across the 2 of their papers we have counts for
6 papers
Improving Legal Judgement Prediction in Romanian with Long Text Encoders
Mihai Masala, Traian Rebedea, Horia Velicu
In recent years,the entire field of Natural Language Processing (NLP) has enjoyed amazing novel results achieving almost human-like performance on a variety of tasks. Legal NLP dom…
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails
Traian Rebedea, Razvan Dinu, Makesh Sreedhar +2
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems. Guardrails (or rails for short) are a specific way of contr…
Explaining Vision and Language through Graphs of Events in Space and Time
Mihai Masala, Nicolae Cudlenco, Traian Rebedea +1
Artificial Intelligence makes great advances today and starts to bridge the gap between vision and language. However, we are still far from understanding, explaining and controllin…
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles
Andrei-Alexandru Preda, Dumitru-Clementin Cercel, Traian Rebedea +1
This paper describes the solutions submitted by the UPB team to the AuTexTification shared task, featured as part of IberLEF-2023. Our team participated in the first subtask, ident…
GEST: the Graph of Events in Space and Time as a Common Representation between Vision and Language
Mihai Masala, Nicolae Cudlenco, Traian Rebedea +1
One of the essential human skills is the ability to seamlessly build an inner representation of the world. By exploiting this representation, humans are capable of easily finding c…
Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay
Ionel-Alexandru Hosu, Traian Rebedea
This paper introduces a novel method for learning how to play the most difficult Atari 2600 games from the Arcade Learning Environment using deep reinforcement learning. The propos…