TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning
Abstract Long-form Table Question Answering (LFTQA) requires systems to generate
paragraph long and complex answers to questions over tabular data. While Large language …
paragraph long and complex answers to questions over tabular data. While Large language …
PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
Cross-lingual summarization consists of generating a summary in one language given an
input document in a different language, allowing for the dissemination of relevant content …
input document in a different language, allowing for the dissemination of relevant content …
Learning to Plan and Generate Text with Citations
The increasing demand for the deployment of LLMs in information-seeking scenarios has
spurred efforts in creating verifiable systems, which generate responses to queries along …
spurred efforts in creating verifiable systems, which generate responses to queries along …
Analysis of Plan-based Retrieval for Grounded Text Generation
In text generation, hallucinations refer to the generation of seemingly coherent text that
contradicts established knowledge. One compelling hypothesis is that hallucinations occur …
contradicts established knowledge. One compelling hypothesis is that hallucinations occur …