The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
- Ariel Gera
- Roni Friedman-Melamed
- et al.
- 2023
- ACL 2023
Bio
Chulaka Gunasekara is a reseach staff member at the Dialog Systems Team at Yorktown Heights, New York. He received his PhD in 2016 from the department of Electrical Engineering and Computer Science at Syracuse University. Chulaka's current research focuses on using deep learning techniques for conversation system modeling and conversation summarization.
Publications
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- Keerthiram Murugesan
- Sarathkrishna Swaminathan
- et al.
- 2023
- ACL 2023
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
- SUBHAJIT CHAUDHURY
- Sarath Swaminathan
- et al.
- 2022
- EMNLP 2022
Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization
- Benjamin Sznajder
- Chulaka Gunasekara
- et al.
- 2022
- arXiv
Using Question Answering Rewards to Improve Abstractive Summarization
- Chulaka Gunasekara
- Guy Feigenblat
- et al.
- 2021
- EMNLP 2021
TWEETSUMM - A Large Scale Dialog Summarization Dataset for Customer Service
- Guy Feigenblat
- Chulaka Gunasekara
- et al.
- 2021
- EMNLP 2021
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset
- Song Feng
- Hui Wan
- et al.
- 2020
- EMNLP 2020
Agent Assist through Conversation Analysis
- Kshitij Fadnis
- Nathaniel Mills
- et al.
- 2020
- EMNLP 2020
Conversational Document Prediction to Assist Customer Care Agents
- Jatin Ganhotra
- HAGGAI Roitman
- et al.
- 2020
- EMNLP 2020
Patents
Interpretation Of Deep Neural Model Based Dialogue Agents
- 04 Sep 2023
- US
- 11748576
Semantic Representation Andrealization Forconversational Systems
- 05 Jun 2023
- CN
- ZL201910022976.1
Infusing Knowledge Into Natural Language Processing Tasks Using Graph Structures
- 29 Aug 2022
- US
- 11429876
Conversational Agents Over Domain Structured Knowledge
- 28 Mar 2022
- US
- 11288322
Implicit Dialog Approach Operating A Conversational Access Interface To Web Content
- 08 Feb 2021
- US
- 10915588
Semantic Representation And Realization For Conversational Systems
- 23 Nov 2020
- US
- 10845937
Quantized Dialog Language Model For Dialog Systems
- 09 Nov 2020
- US
- 10832658
Implicit Dialog Approach For Creating Conversational Access To Web Content
- 02 Nov 2020
- US
- 10824658
Top collaborators
SJ
Sachin Joshi
Distinguished Engineer, Manager - Conversational Platforms
SC
Subhajit Chaudhury
Research Staff Member
ES
Eyal Shnarch
Manager, Language & Retrieval
JG
Jatin Ganhotra
Research Software Engineer - Dialog Systems, IBM Research AI