Archives: Publications

AmbigNLG: Addressing Task Ambiguity in Instruction for NLG

Noisy Pairing and Partial Supervision for Opinion Summarization

AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation

LLM-assisted Labeling Function Generation for Semantic Type Detection

Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks

Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models

CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems

A Blueprint Architecture of Compound AI Systems for Enterprise

Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions

AmbigNLG: Instructional Text Disambiguation for Natural Language Generation