Avi Caciularu
30 papers · 2020–2026 · 8 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.
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Natural Language Processing
(23)
Machine Learning
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Deep Learning
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Artificial Intelligence
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Core AI
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Generation
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Keywords
question answering
(5)
language model
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representation learning
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text generation
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multi-document summarization
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text summarization
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knowledge distillation
(2)
few-shot learning
(2)
retrieval-augmented generation
(2)
transformer model
(2)
coreference resolution
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model interpretability
(2)
event coreference
(2)
in-context learning
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interpretability
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uncertainty quantification
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multi-task learning
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contrastive learning
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ensemble learning
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passage retrieval
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Papers
ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders
EACL 2026
DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning
IJCNLP 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
ACL 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
EMNLP 2025
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments
EMNLP 2025
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models
ICML 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
NeurIPS 2024
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance
ACL 2024
A Comprehensive Evaluation of Tool-Assisted Generation Strategies
EMNLP 2023
Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans
EMNLP 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination
EMNLP 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering
ACL 2023
Revisiting Sentence Union Generation as a Testbed for Text Consolidation
ACL 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks
EMNLP 2023
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models
EMNLP 2023
Cross-document Event Coreference Search: Task, Dataset and Modeling
EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models
EMNLP 2022
Long Context Question Answering via Supervised Contrastive Learning
NAACL 2022
Proposition-Level Clustering for Multi-Document Summarization
NAACL 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics
EMNLP 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space
EMNLP 2022
CDLM: Cross-Document Language Modeling
EMNLP 2021
Denoising Word Embeddings by Averaging in a Shared Space
ACL 2021
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration
EMNLP 2021
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
ACL 2021
Bayesian Hierarchical Words Representation Learning
ACL 2020
Paraphrasing vs Coreferring: Two Sides of the Same Coin
EMNLP 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020
Within-Between Lexical Relation Classification
EMNLP 2020