Search Results for author: Luis Lastras

Found 8 papers, 1 papers with code

Formally Specifying the High-Level Behavior of LLM-Based Agents

no code implementations12 Oct 2023 Maxwell Crouse, Ibrahim Abdelaziz, Ramon Astudillo, Kinjal Basu, Soham Dan, Sadhana Kumaravel, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Luis Lastras

We demonstrate how the proposed framework can be used to implement recent LLM-based agents (e. g., ReACT), and show how the flexibility of our approach can be leveraged to define a new agent with more complex behavior, the Plan-Act-Summarize-Solve (PASS) agent.

Question Answering

End-to-End Spoken Language Understanding Without Full Transcripts

no code implementations30 Sep 2020 Hong-Kwang J. Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis Lastras

For our speech-to-entities experiments on the ATIS corpus, both the CTC and attention models showed impressive ability to skip non-entity words: there was little degradation when trained on just entities versus full transcripts.

slot-filling Slot Filling +3

Implicit Discourse Relation Classification: We Need to Talk about Evaluation

no code implementations ACL 2020 Najoung Kim, Song Feng, Chulaka Gunasekara, Luis Lastras

Implicit relation classification on Penn Discourse TreeBank (PDTB) 2. 0 is a common benchmark task for evaluating the understanding of discourse relations.

Classification General Classification +3

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