Anusha Balakrishnan
Anusha Balakrishnan has 2 papers in our library, in 2018–2019, most of them on Dialogue systems, Discourse analysis, Text generation; often with Derek Chen, He He, Jinfeng Rao.
OpenAlex · h-index 6 · 13 works · 493 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 179 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #3889
Affiliations
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Dialogue systems · 2 worksDiscourse analysis · 1 workText generation · 1 work
Works by year
2010s
Papers
- Decoupling Strategy and Generation in Negotiation Dialogues (2018 · 233 citations)
End-to-end neural negotiation agents learn strategy and wording together. This makes their behaviour hard to steer or inspect, and reinforcement learning tends to collapse their language into repetitive or ungrammatical output. The authors separate the two concerns with a three-part pipeline: - Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue (2019 · 132 citations)
Neural sequence-to-sequence generators for task-oriented dialogue usually take flat slot-value meaning representations (MRs) as input.
All works
- Decoupling Strategy and Generation in Negotiation DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)He He, Derek Chen, Anusha Balakrishnan, et al.2018 · 233 citations
- Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL)Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, et al.2019 · 132 citations
- A Tree-to-Sequence Model for Neural NLG in Task-Oriented DialogProceedings of the 12th International Conference on Natural Language Generation · original ↗ · no summary yetJinfeng Rao et al.2019 · 27 citations
- The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree LinearizationProceedings of the 2nd Workshop on Multilingual Surface Realisation (MSR 2019) · original ↗ · no summary yetKartikeya Upasani et al.2019
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2019
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2018
- Proceedings of the 12th International Conference on Natural Language Generation
- Proceedings of the 2nd Workshop on Multilingual Surface Realisation (MSR 2019)
Cited by
Updated
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