Kevin Small
19 papers · 2005–2025 · 8 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(14)
Applications
(12)
Machine Learning
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Artificial Intelligence
(6)
Generation
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(5)
Core Methods
(5)
Deep Learning
(3)
Learning Types Β· Machine Learning
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Resources & Methods
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Reinforcement Learning
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
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Data Science & Analytics
(1)
Keywords
information extraction
(3)
question answering
(3)
answer generation
(2)
multi-document summarization
(2)
response generation
(2)
question generation
(2)
retrieval-augmented generation
(2)
reward function
(2)
misinformation detection
(2)
abstractive summarization
(2)
conversational question answering
(2)
claim detection
(2)
large language model
(2)
natural language generation
(2)
zero-shot learning
(2)
text summarization
(2)
attribute extraction
(1)
information retrieval
(1)
knowledge editing
(1)
text generation
(1)
Papers
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement
COLING 2025
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation
EMNLP 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA
EMNLP 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization
NAACL 2024
Unified Embeddings for Multimodal Retrieval via Frozen LLMs
EACL 2024
Background Summarization of Event Timelines
EMNLP 2023
Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction
EACL 2023
PLAtE: A Large-scale Dataset for List Page Web Extraction
ACL 2023
SumREN: Summarizing Reported Speech about Events in News
AAAI 2023
Answer Consolidation: Formulation and Benchmarking
NAACL 2022
A Zero-Shot Claim Detection Framework Using Question Answering
COLING 2022
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge
EMNLP 2022
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning
EMNLP 2021
Inverse Reinforcement Learning with Natural Language Goals
AAAI 2021
Summary-Oriented Question Generation for Informational Queries
ACL 2021
Fluent Response Generation for Conversational Question Answering
ACL 2020
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories
AISTATS 2010
Interactive Feature Space Construction using Semantic Information
CoNLL 2009
Sequential Learning of Classifiers for Structured Prediction Problems
AISTATS 2005