Search Results for author: Dilara Soylu

Found 7 papers, 4 papers with code

Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together

no code implementations15 Jul 2024 Dilara Soylu, Christopher Potts, Omar Khattab

Natural Language Processing (NLP) systems are increasingly taking the form of sophisticated modular pipelines, e. g., Retrieval Augmented Generation (RAG), where each module may involve a distinct Language Model (LM) and an associated prompt template.

Arithmetic Reasoning Language Modeling +4

Building Efficient and Effective OpenQA Systems for Low-Resource Languages

1 code implementation7 Jan 2024 Emrah Budur, Rıza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts

Our results show that SQuAD-TR makes OpenQA feasible for Turkish, which we hope encourages researchers to build OpenQA systems in other low-resource languages.

Machine Translation Question Answering

Ecosystem Graphs: The Social Footprint of Foundation Models

no code implementations28 Mar 2023 Rishi Bommasani, Dilara Soylu, Thomas I. Liao, Kathleen A. Creel, Percy Liang

Foundation models (e. g. ChatGPT, StableDiffusion) pervasively influence society, warranting immediate social attention.

Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations

no code implementations27 Aug 2020 Ashwin Paranjape, Abigail See, Kathleen Kenealy, Haojun Li, Amelia Hardy, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Christopher D. Manning

At the end of the competition, Chirpy Cardinal progressed to the finals with an average rating of 3. 6/5. 0, a median conversation duration of 2 minutes 16 seconds, and a 90th percentile duration of over 12 minutes.

World Knowledge

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