4 citations · 7 across the 10 of their papers we have counts for
7 papers · 1 filter
Arithmetic Reasoning with LLM: Prolog Generation & Permutation
Xiaocheng Yang, Bingsen Chen, Yik-Cheung Tam
Instructing large language models (LLMs) to solve elementary school math problems has shown great success using Chain of Thought (CoT). However, the CoT approach relies on an LLM t…
Exploring an LM to generate Prolog Predicates from Mathematics Questions
Xiaocheng Yang, Yik-Cheung Tam
Recently, there has been a surge in interest in NLP driven by ChatGPT. ChatGPT, a transformer-based generative language model of substantial scale, exhibits versatility in performi…
Robust Unstructured Knowledge Access in Conversational Dialogue with ASR Errors
Yik-Cheung Tam, Jiacheng Xu, Jiakai Zou +3
Performance of spoken language understanding (SLU) can be degraded with automatic speech recognition (ASR) errors. We propose a novel approach to improve SLU robustness by randomly…
Suffix Retrieval-Augmented Language Modeling
Zecheng Wang, Yik-Cheung Tam
Causal language modeling (LM) uses word history to predict the next word. BERT, on the other hand, makes use of bi-directional word information in a sentence to predict words at ma…
UNITER-Based Situated Coreference Resolution with Rich Multimodal Input
Yichen Huang, Yuchen Wang, Yik-Cheung Tam
We present our work on the multimodal coreference resolution task of the Situated and Interactive Multimodal Conversation 2.0 (SIMMC 2.0) dataset as a part of the tenth Dialog Syst…
Ontology-Enhanced Slot Filling
Yuhao Ding, Yik-Cheung Tam
Slot filling is a fundamental task in dialog state tracking in task-oriented dialog systems. In multi-domain task-oriented dialog system, user utterances and system responses may m…
Keyword-Attentive Deep Semantic Matching
Changyu Miao, Zhen Cao, Yik-Cheung Tam
Deep Semantic Matching is a crucial component in various natural language processing applications such as question and answering (QA), where an input query is compared to each cand…