Niket Tandon
40 papers · 2012–2026 · 9 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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πΊοΈ Taxonomy Completionist (67) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Dynamic Duo
(17)
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Keyword Champion
(3)
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Keyword Pioneer
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Trend Setter
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The Questioner
(2)
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Century Club Β· Bronze
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Unstoppable Β· Silver
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
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Keyword Collector
(183)
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Research topics
Artificial Intelligence
(30)
Core AI
(30)
Natural Language Processing
(21)
Machine Learning
(15)
Deep Learning
(11)
Applications
(11)
Learning Types Β· Machine Learning
(9)
Knowledge & Reasoning
(6)
Learning Types Β· Deep Learning
(6)
Reasoning
(6)
Interdisciplinary
(5)
Core Methods
(5)
Generation
(5)
Learning Paradigms
(5)
Resources & Methods
(5)
Keywords
large language model
(11)
procedural text
(8)
text generation
(5)
question answering
(5)
commonsense reasoning
(4)
state change
(4)
entity tracking
(3)
natural language inference
(3)
causal inference
(3)
language model
(3)
domain adaptation
(2)
causal discovery
(2)
causal relation
(2)
procedural text comprehension
(2)
reinforcement learning from human feedback
(2)
commonsense knowledge
(2)
language model alignment
(2)
causal reasoning
(2)
prompt engineering
(2)
in-context learning
(2)
Papers
Current Advances in LLM Reasoning
ACL 2026
Cache Saver: A Modular Framework for Efficient, Affordable, and Reproducible LLM Inference
EMNLP 2025
Calibrating Large Language Models with Sample Consistency
AAAI 2025
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning
ACL 2025
IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data
ACL 2025
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
ICML 2025
On the Reliability of Large Language Models for Causal Discovery
ACL 2025
In-Context Principle Learning from Mistakes
ICML 2024
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models
EMNLP 2024
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts
EACL 2024
PDDLEGO: Iterative Planning in Textual Environments
NAACL 2024
PROC2PDDL: Open-Domain Planning Representations from Texts
ACL 2024
Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization
ACL 2024
WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models
COLING 2024
Aligning Language Models to User Opinions
EMNLP 2023
Editing Common Sense in Transformers
EMNLP 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
ACL 2023
Self-Refine: Iterative Refinement with Self-Feedback
NeurIPS 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations
EMNLP 2023
Conditional set generation using Seq2seq models
EMNLP 2022
CURIE: An Iterative Querying Approach for Reasoning About Situations
ACL 2022
Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback
NAACL 2022
Memory-assisted prompt editing to improve GPT-3 after deployment
EMNLP 2022
Using Commonsense Knowledge to Answer Why-Questions
EMNLP 2022
Could you give me a hint ? Generating inference graphs for defeasible reasoning
ACL 2021
proScript: Partially Ordered Scripts Generation
EMNLP 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario.
EMNLP 2021
A Dataset for Tracking Entities in Open Domain Procedural Text
EMNLP 2020
I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract)
AAAI 2020
What-if I ask you to explain: Explaining the effects of perturbations in procedural text
EMNLP 2020
Be Consistent! Improving Procedural Text Comprehension using Label Consistency
NAACL 2019
Domain Adaptation of SRL Systems for Biological Processes
ACL 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text
EMNLP 2019
WIQA: A dataset for βWhat if...β reasoning over procedural text
EMNLP 2019
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
EMNLP 2018
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension
NAACL 2018
WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation
ACL 2017
A Dataset for Movie Description
CVPR 2015
Perceptually Grounded Selectional Preferences
ACL 2015
Markov Chains for Robust Graph-Based Commonsense Information Extraction
COLING 2012