27 citations · 30 across the 7 of their papers we have counts for
5 papers · 1 filter
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering
Jannat Ara Meem, Muhammad Shihab Rashid, Yue Dong +1
Existing work on Temporal Question Answering (TQA) has predominantly focused on questions anchored to specific timestamps or events (e.g. "Who was the US president in 1970?"). Litt…
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models
Muhammad Shihab Rashid, Jannat Ara Meem, Yue Dong +1
Large Language Models (LLMs) have achieved state-of-the-art performance in text re-ranking. This process includes queries and candidate passages in the prompts, utilizing pointwise…
Generalized Zero-shot Intent Detection via Commonsense Knowledge
A. B. Siddique, Fuad Jamour, Luxun Xu +1
Identifying user intents from natural language utterances is a crucial step in conversational systems that has been extensively studied as a supervised classification problem. Howe…
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling
A. B. Siddique, Fuad Jamour, Vagelis Hristidis
Slot filling is identifying contiguous spans of words in an utterance that correspond to certain parameters (i.e., slots) of a user request/query. Slot filling is one of the most i…
Unsupervised Paraphrasing via Deep Reinforcement Learning
A. B. Siddique, Samet Oymak, Vagelis Hristidis
Paraphrasing is expressing the meaning of an input sentence in different wording while maintaining fluency (i.e., grammatical and syntactical correctness). Most existing work on pa…