14 citations · 33 across the 24 of their papers we have counts for
4 papers · 1 filter
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
Zhuosheng Zhang, Yao Yao, Aston Zhang +8
Large language models (LLMs) have dramatically enhanced the field of language intelligence, as demonstrably evidenced by their formidable empirical performance across a spectrum of…
Multi-turn Dialogue Comprehension from a Topic-aware Perspective
Xinbei Ma, Yi Xu, Hai Zhao +1
Dialogue related Machine Reading Comprehension requires language models to effectively decouple and model multi-turn dialogue passages. As a dialogue development goes after the int…
Query Rewriting for Retrieval-Augmented Large Language Models
Xinbei Ma, Yeyun Gong, Pengcheng He +2
Large Language Models (LLMs) play powerful, black-box readers in the retrieve-then-read pipeline, making remarkable progress in knowledge-intensive tasks. This work introduces a ne…
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization
Xinbei Ma, Yeyun Gong, Pengcheng He +2
Based on the remarkable achievements of pre-trained language models in abstractive summarization, the copying mechanism has proved helpful by improving the factuality, stability, a…