Advaith Siddharthan

17 papers · 2004–2024 · 6 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🏃 Academic Marathon (20) 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (5) 🔥 Unstoppable (7) 💎 Century Club (17) ❓ The Questioner

Conferences

EMNLP (4) ACL (3) COLING (3) NAACL (3) EACL (2) UAI (2)

Top co-authors

Kathleen McKeown (3) Simone Teufel (3) Shuang Ao (2) Ani Nenkova (2) Chris Mellish (2) Ann Copestake (2) René van der Wal (2) Stefan Rueger (2) Nirwan Sharma (1) Mark Slater (1)

Keywords

failure detection (1) model reliability (1) confidence estimation (1) cross-lingual transfer learning (1) network calibration (1) historical text summarisation (1) modern language (1) historical text summarization (1) historical german (1) miscalibration detection (1)

Papers

CSS: Contrastive Semantic Similarities for Uncertainty Quantification of LLMs UAI 2024

Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration UAI 2023

Summarising Historical Text in Modern Languages EACL 2021

Lexico-syntactic text simplification and compression with typed dependencies COLING 2014

Hybrid text simplification using synchronous dependency grammars with hand-written and automatically harvested rules EACL 2014

Tag2Blog: Narrative Generation from Satellite Tag Data ACL 2013

Natural Language Generation for Nature Conservation: Automating Feedback to Help Volunteers Identify Bumblebee Species COLING 2012

Reformulating Discourse Connectives for Non-Expert Readers NAACL 2010

Camtology: Intelligent Information Access for Science NAACL 2010

Towards Domain-Independent Argumentative Zoning: Evidence from Chemistry and Computational Linguistics EMNLP 2009

Generating Research Websites Using Summarisation Techniques ACL 2008

Whose Idea Was This, and Why Does it Matter? Attributing Scientific Work to Citations NAACL 2007

Automatic classification of citation function EMNLP 2006

Improving Multilingual Summarization: Using Redundancy in the Input to Correct MT errors EMNLP 2005

Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire EMNLP 2005

Generating Referring Expressions in Open Domains ACL 2004

Syntactic Simplification for Improving Content Selection in Multi-Document Summarization COLING 2004