Avi Caciularu
33 papers · 2020–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (7) π§ Keyword Pioneer π Academic Marathon (5) π Conference Polyglot (7) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(83)
π§
Keyword Pioneer
π§¬
Topic Evolution
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Dynamic Duo
(15)
β‘
Prolific Year
(5)
π
Century Club
(31)
ποΈ
Keyword Collector
(162)
π₯
Unstoppable
(6)
Conferences
EMNLP (16)
ACL (7)
IJCNLP (3)
NAACL (2)
AAAI (1)
AACL (1)
EACL (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
question answering
(6)
representation learning
(4)
language model
(4)
multi-document summarization
(3)
text summarization
(3)
in-context learning
(3)
text generation
(3)
few-shot learning
(3)
generalized procrustes analysis
(2)
knowledge distillation
(2)
word embedding
(2)
retrieval-augmented generation
(2)
embedding smoothing
(2)
vector space
(2)
coreference resolution
(2)
transformer model
(2)
model interpretability
(2)
event coreference
(2)
information extraction
(1)
policy optimization
(1)
Papers
ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders
EACL 2026
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
ACL 2025
DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning
AACL 2025
DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning
IJCNLP 2025
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments
EMNLP 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
EMNLP 2025
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
NIPS 2024
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance
ACL 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models
ICML 2024
Revisiting Sentence Union Generation as a Testbed for Text Consolidation
ACL 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination
EMNLP 2023
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models
EMNLP 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks
EMNLP 2023
Donβt Add, donβt Miss: Effective Content Preserving Generation from Pre-Selected Text Spans
EMNLP 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies
EMNLP 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
ACL 2023
QASem Parsing: Text-to-text Modeling of QA-based Semantics
EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models
EMNLP 2022
Proposition-Level Clustering for Multi-Document Summarization
NAACL 2022
Long Context Question Answering via Supervised Contrastive Learning
NAACL 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space
EMNLP 2022
Cross-document Event Coreference Search: Task, Dataset and Modeling
EMNLP 2022
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
IJCNLP 2021
Denoising Word Embeddings by Averaging in a Shared Space
IJCNLP 2021
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
ACL 2021
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration
EMNLP 2021
CDLM: Cross-Document Language Modeling
EMNLP 2021
Denoising Word Embeddings by Averaging in a Shared Space
ACL 2021
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
Within-Between Lexical Relation Classification
EMNLP 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020
Bayesian Hierarchical Words Representation Learning
ACL 2020
Paraphrasing vs Coreferring: Two Sides of the Same Coin
EMNLP 2020