Advaith Siddharthan
17 papers · 2004–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra
❓
The Questioner
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Computer Vision
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
contrastive learning
(1)
uncertainty quantification
(1)
natural language inference
(1)
natural language generation
(1)
failure detection
(1)
model reliability
(1)
confidence estimation
(1)
cross-lingual transfer learning
(1)
network calibration
(1)
large language model
(1)
selective generation
(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
Hybrid text simplification using synchronous dependency grammars with hand-written and automatically harvested rules
EACL 2014
Lexico-syntactic text simplification and compression with typed dependencies
COLING 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
Camtology: Intelligent Information Access for Science
NAACL 2010
Reformulating Discourse Connectives for Non-Expert Readers
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
Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire
EMNLP 2005
Improving Multilingual Summarization: Using Redundancy in the Input to Correct MT errors
EMNLP 2005
Generating Referring Expressions in Open Domains
ACL 2004
Syntactic Simplification for Improving Content Selection in Multi-Document Summarization
COLING 2004