TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
The paper introduces TIMEARENA, a textual simulated environment that incorporates complex temporal dynamics and constraints to mimic…
SpiRit-LM: Interleaved Spoken and Written Language Model
The article presents SPIRIT-LM, a foundational multimodal language model that seamlessly combines text and speech. The model…
Text-to-Code Generation with Modality-relative Pre-training
The study focuses on the use of pre-trained language models for text-to-code generation. The researchers explore how…
Phonetically rich corpus construction for a low-resourced language
This paper proposes a method to create a phonetically rich corpus for low-resource languages, with a focus…
FAQ-Gen: An automated system to generate domain-specific FAQs to aid content comprehension
The article introduces FAQ-Gen, a system designed to generate Frequently Asked Questions (FAQs) tailored to specific domains…
Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models
This article investigates Machine Unlearning (MU), which is focused on neural models inadvertently retaining personal or sensitive…
Is it Possible to Edit Large Language Models Robustly?
This article delves into the realm of model editing in Large Language Models (LLMs). The authors seek…
Permute-and-Flip: An optimally robust and watermarkable decoder for LLMs
The article centers on a new decoding method named Permute-and-Flip (PF) decoder. This decoder exhibits robustness features…
Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking
The article explores the impact of Large Language Models (LLMs) on conversational search systems. The study conducts…
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs
The research paper introduces FACT-GPT, a system that uses Large Language Models (LLMs) to automate the fact-checking…