Niket Tandon

43 papers · 2012–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (69) 🏆 Keyword Champion (3) 🧬 Topic Evolution 🤝 Dynamic Duo (19) 🗃️ Keyword Collector (170) 💎 Century Club (43) 📈 Trend Setter 🔥 Unstoppable (9) ❓ The Questioner (3) ⚡ Prolific Year (5)

Conferences

EMNLP (15) ACL (11) IJCNLP (4) NAACL (4) AAAI (2) COLING (2) ICML (2) CVPR (1) EACL (1) NIPS (1)

Top co-authors

Peter Clark (19) Dheeraj Rajagopal (9) Aman Madaan (9) Bhavana Dalvi (9) Yiming Yang (9) Antoine Bosselut (8) Eduard Hovy (6) Li Zhang (5) Wen-tau Yih (5) Gerard de Melo (4)

Research topics

Keywords

large language model (11) procedural text (10) question answering (6) text generation (5) commonsense reasoning (4) state change (4) entity tracking (3) natural language inference (3) causal inference (3) language model (3) process comprehension (2) causal relation (2) causal reasoning (2) procedural text comprehension (2) causal discovery (2) domain adaptation (2) action prediction (2) prompt engineering (2) commonsense knowledge (2) language model alignment (2)

Papers

First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ACL 2025

Calibrating Large Language Models with Sample Consistency AAAI 2025

MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification ICML 2025

Cache Saver: A Modular Framework for Efficient, Affordable, and Reproducible LLM Inference EMNLP 2025

IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data ACL 2025

On the Reliability of Large Language Models for Causal Discovery ACL 2025

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

WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models COLING 2024

PDDLEGO: Iterative Planning in Textual Environments NAACL 2024

Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization ACL 2024

In-Context Principle Learning from Mistakes ICML 2024

PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024

Self-Refine: Iterative Refinement with Self-Feedback NIPS 2023

RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023

Editing Common Sense in Transformers EMNLP 2023

Aligning Language Models to User Opinions EMNLP 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

Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback NAACL 2022

CURIE: An Iterative Querying Approach for Reasoning About Situations ACL 2022

Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022

Memory-assisted prompt editing to improve GPT-3 after deployment EMNLP 2022

Could you give me a hint ? Generating inference graphs for defeasible reasoning ACL 2021

Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021

proScript: Partially Ordered Scripts Generation EMNLP 2021

Could you give me a hint ? Generating inference graphs for defeasible reasoning IJCNLP 2021

I Am Guessing You Can't Recognize This: Generating Adversarial Images for Object Detection Using Spatial Commonsense (Student Abstract) AAAI 2020

A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020

What-if I ask you to explain: Explaining the effects of perturbations in procedural text EMNLP 2020

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP 2019

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 IJCNLP 2019

WIQA: A dataset for “What if...” reasoning over procedural text IJCNLP 2019

WIQA: A dataset for “What if...” reasoning over procedural text EMNLP 2019

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension NAACL 2018

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge EMNLP 2018

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation ACL 2017

Perceptually Grounded Selectional Preferences IJCNLP 2015

Perceptually Grounded Selectional Preferences ACL 2015

A Dataset for Movie Description CVPR 2015

Markov Chains for Robust Graph-Based Commonsense Information Extraction COLING 2012