Dan Iter
16 papers · 2018–2024 · 5 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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🗺️ Taxonomy Completionist (49) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🧬
Topic Evolution
🤝
Dynamic Duo
(10)
❓
The Questioner
📈
Trend Setter
🗃️
Keyword Collector
(85)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(12)
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(10)
Learning Types · Machine Learning
(7)
Resources & Methods
(7)
Deep Learning
(5)
Applications
(5)
Learning Types · Deep Learning
(5)
Generation
(3)
Application Areas
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Understanding
(2)
Keywords
large language model
(6)
zero-shot learning
(4)
text summarization
(3)
information extraction
(2)
transfer learning
(2)
few-shot learning
(2)
sentence embedding
(2)
language model
(2)
discourse coherence
(2)
in-context learning
(2)
question answering
(1)
natural language generation
(1)
representation learning
(1)
prompt engineering
(1)
semantic role labeling
(1)
knowledge distillation
(1)
coreference resolution
(1)
text classification
(1)
document understanding
(1)
document summarization
(1)
Papers
How Does In-Context Learning Help Prompt Tuning?
EACL 2024
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
EACL 2024
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
EMNLP 2023
Automatic Prompt Optimization with “Gradient Descent” and Beam Search
EMNLP 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators
ICLR 2023
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment
EMNLP 2023
In-Context Demonstration Selection with Cross Entropy Difference
EMNLP 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
EMNLP 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization
EMNLP 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
EMNLP 2023
The Trade-offs of Domain Adaptation for Neural Language Models
ACL 2022
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
EMNLP 2021
Entity Attribute Relation Extraction with Attribute-Aware Embeddings
EMNLP 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models
ACL 2020
Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia
NAACL 2018
FrameIt: Ontology Discovery for Noisy User-Generated Text
EMNLP 2018