Stephen Roller
25 papers · 2012–2024 · 11 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (11) π Cross-Pollinator (13)
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Conference Polyglot
(11)
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Academic Marathon
(12)
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Renaissance Researcher
(5)
π€
Dynamic Duo
(11)
π§¬
Topic Evolution
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Trend Setter
β
The Questioner
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Century Club
(25)
ποΈ
Keyword Collector
(75)
π₯
Unstoppable
(9)
Conferences
ACL (5)
EMNLP (4)
NAACL (4)
EACL (2)
ICLR (2)
ICML (2)
NIPS (2)
COLING (1)
CONLL (1)
IJCNLP (1)
SEMEVAL (1)
Top co-authors
Keywords
dialogue system
(6)
text generation
(4)
language model
(2)
human evaluation
(2)
dialogue generation
(2)
conversational ai
(2)
text corpus
(2)
sequence modeling
(2)
conversational agent
(2)
bayesian inference
(1)
multi-task learning
(1)
transformer architecture
(1)
information extraction
(1)
language modeling
(1)
lexical semantics
(1)
reinforcement learning
(1)
maximum likelihood
(1)
efficient computing
(1)
word learning
(1)
attention mechanism
(1)
Papers
Leveraging Implicit Feedback from Deployment Data in Dialogue
EACL 2024
Scaling Laws for Generative Mixed-Modal Language Models
ICML 2023
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion
EMNLP 2022
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents
ACL 2022
Staircase Attention for Recurrent Processing of Sequences
NIPS 2022
Hash Layers For Large Sparse Models
NIPS 2021
Adding Chit-Chat to Enhance Task-Oriented Dialogues
NAACL 2021
Not All Memories are Created Equal: Learning to Forget by Expiring
ICML 2021
Recipes for Building an Open-Domain Chatbot
EACL 2021
Neural Text Generation With Unlikelihood Training
ICLR 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents
ACL 2020
Donβt Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
ACL 2020
What makes a good conversation? How controllable attributes affect human judgments
NAACL 2019
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings
ACL 2019
Wizard of Wikipedia: Knowledge-Powered Conversational Agents
ICLR 2019
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
ACL 2018
Distributional Modeling on a Diet: One-shot Word Learning from Text Only
IJCNLP 2017
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment
EMNLP 2016
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification
NAACL 2016
PIC a Different Word: A Simple Model for Lexical Substitution in Context
NAACL 2016
UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic
SEMEVAL 2014
Inclusive yet Selective: Supervised Distributional Hypernymy Detection
COLING 2014
A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities
EMNLP 2013
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid
EMNLP 2012
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid
CONLL 2012