Alexandru Coca

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Efficient Search

Question Answering

Top Venues

J. Mach. Learn. Res.

Publications

Seanie Lee, Jianpeng Cheng, Joris Driesen, Alexandru Coca, Anders Johannsen
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries. CoRR (2024)
Seanie Lee, Jianpeng Cheng, Joris Driesen, Alexandru Coca, Anders Johannsen
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries. NAACL-HLT (2024)
Joe Stacey, Jianpeng Cheng, John Torr, Tristan Guigue, Joris Driesen, Alexandru Coca, Mark Gaynor, Anders Johannsen
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues. CoRR (2024)
Weizhe Lin, Jinghong Chen, Jingbiao Mei, Alexandru Coca, Bill Byrne
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering. NeurIPS (2023)
Alexandru Coca, Bo-Hsiang Tseng, Weizhe Lin, Bill Byrne
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking. EACL (Findings) (2023)
Weizhe Lin, Jinghong Chen, Jingbiao Mei, Alexandru Coca, Bill Byrne
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering. CoRR (2023)
Alexandru Coca, Bo-Hsiang Tseng, Jinghong Chen, Weizhe Lin, Weixuan Zhang, Tisha Anders, Bill Byrne
Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns. SIGDIAL (2023)
Alexandru Coca, Bo-Hsiang Tseng, Jinghong Chen, Weizhe Lin, Weixuan Zhang, Tisha Anders, Bill Byrne
Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns. CoRR (2023)
Alexandru Coca, Bo-Hsiang Tseng, Weizhe Lin, Bill Byrne
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking. CoRR (2023)
Tisha Anders, Alexandru Coca, Bill Byrne
uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation. ACL (Findings) (2022)
Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti, Alexandru Coca
Alibi Explain: Algorithms for Explaining Machine Learning Models. J. Mach. Learn. Res. 22 (2021)
Janis Klaise, Arnaud Van Looveren, Clive Cox, Giovanni Vacanti, Alexandru Coca
Monitoring and explainability of models in production. CoRR (2020)