← Authors

Jason Weston

85 papers · 2003–2024 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸ—ΊοΈ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (21) 🌈 Renaissance Researcher (11) 🏠 Conference Loyalist (21) 🌟 Keyword Trendsetter Combo (16) 🀝 Dynamic Duo (18) 🌱 Topic Pioneer 🧬 Topic Evolution πŸ† Grand Slam πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion (8) πŸ”₯ Unstoppable (16) πŸš€ Conference Pioneer ⚑ Prolific Year (11) πŸ—ƒοΈ Keyword Collector (274) ❓ The Questioner (3) πŸ’Ž Century Club (85) πŸ“ˆ Trend Setter

Conferences

ACL (21) EMNLP (19) IJCNLP (8) NAACL (7) NIPS (7) JMLR (6) ICLR (5) AISTATS (3) EACL (3) ICML (3) AAAI (1) AACL (1) CVPR (1)

Top co-authors

Emily Dinan (18) Kurt Shuster (18) arthur szlam (17) Douwe Kiela (16) Antoine Bordes (13) Jack Urbanek (11) Stephen Roller (11) Kyunghyun Cho (10) Y-lan Boureau (9) Sainbayar Sukhbaatar (8)

Research topics

Natural Language Processing (1)

Keywords

dialogue system (23) text generation (8) conversational agent (8) conversational ai (8) dialogue generation (6) language model (6) large language model (6) natural language inference (5) reinforcement learning (5) multi-task learning (4) open-domain dialogue (4) neural network (4) language modeling (4) dialogue agent (4) human evaluation (4) information retrieval (3) adversarial learning (3) question answering (3) representation learning (3) machine reading comprehension (3)

Papers

Chain-of-Verification Reduces Hallucination in Large Language Models ACL 2024
Leveraging Implicit Feedback from Deployment Data in Dialogue EACL 2024
System-Level Natural Language Feedback EACL 2024
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels NAACL 2024
The ART of LLM Refinement: Ask, Refine, and Trust NAACL 2024
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation NAACL 2024
Iterative Reasoning Preference Optimization NIPS 2024
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023
Learning to Reason and Memorize with Self-Notes NIPS 2023
The CRINGE Loss: Learning what language not to model ACL 2023
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity NAACL 2022
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents ACL 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
Director: Generator-Classifiers For Supervised Language Modeling AACL 2022
Internet-Augmented Dialogue Generation ACL 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Director: Generator-Classifiers For Supervised Language Modeling IJCNLP 2022
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots ACL 2021
Hash Layers For Large Sparse Models NIPS 2021
Multi-Modal Open-Domain Dialogue EMNLP 2021
Retrieval Augmentation Reduces Hallucination in Conversation EMNLP 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ACL 2021
Bot-Adversarial Dialogue for Safe Conversational Agents NAACL 2021
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds NAACL 2021
Recipes for Building an Open-Domain Chatbot EACL 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling IJCNLP 2021
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots IJCNLP 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring ICLR 2020
Generating Interactive Worlds with Text AAAI 2020
Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills ACL 2020
Image-Chat: Engaging Grounded Conversations ACL 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ACL 2020
Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training ACL 2020
Adversarial NLI: A New Benchmark for Natural Language Understanding ACL 2020
Multi-Dimensional Gender Bias Classification EMNLP 2020
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation EMNLP 2020
Neural Text Generation With Unlikelihood Training ICLR 2020
Dialogue Natural Language Inference ACL 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack IJCNLP 2019
ELI5: Long Form Question Answering ACL 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack EMNLP 2019
Wizard of Wikipedia: Knowledge-Powered Conversational Agents ICLR 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models IJCNLP 2019
Learning to Speak and Act in a Fantasy Text Adventure Game IJCNLP 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue IJCNLP 2019
Engaging Image Captioning via Personality CVPR 2019
What makes a good conversation? How controllable attributes affect human judgments NAACL 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL 2019
Learning to Speak and Act in a Fantasy Text Adventure Game EMNLP 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models EMNLP 2019
Emergent Translation in Multi-Agent Communication ICLR 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL 2018
Jump to better conclusions: SCAN both left and right EMNLP 2018
Retrieve and Refine: Improved Sequence Generation Models For Dialogue EMNLP 2018
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent ICLR 2018
Reading Wikipedia to Answer Open-Domain Questions ACL 2017
ParlAI: A Dialog Research Software Platform EMNLP 2017
Key-Value Memory Networks for Directly Reading Documents EMNLP 2016
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution IJCNLP 2015
End-To-End Memory Networks NIPS 2015
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution ACL 2015
A Neural Attention Model for Abstractive Sentence Summarization EMNLP 2015
Training Highly Multiclass Classifiers JMLR 2014
Affinity Weighted Embedding ICML 2014
Semantic Frame Identification with Distributed Word Representations ACL 2014
Embedding Methods for Natural Language Processing EMNLP 2014
#TagSpace: Semantic Embeddings from Hashtags EMNLP 2014
Question Answering with Subgraph Embeddings EMNLP 2014
Label Partitioning For Sublinear Ranking ICML 2013
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction EMNLP 2013
Translating Embeddings for Modeling Multi-relational Data NIPS 2013
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing AISTATS 2012
Natural Language Processing (Almost) from Scratch JMLR 2011
Label Embedding Trees for Large Multi-Class Tasks NIPS 2010
Towards Understanding Situated Natural Language AISTATS 2010
Half Transductive Ranking AISTATS 2010
Polynomial Semantic Indexing NIPS 2009
Multi-class Protein Classification Using Adaptive Codes JMLR 2007
Fast Semantic Extraction Using a Novel Neural Network Architecture ACL 2007
Large Scale Transductive SVMs JMLR 2006
Fast Kernel Classifiers with Online and Active Learning JMLR 2005
Use of the Zero-Norm with Linear Models and Kernel Methods JMLR 2003