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Alona Fyshe

22 papers · 2012–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (36)
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Conferences

EMNLP (6) ACL (4) NAACL (4) ICLR (3) CONLL (2) EACL (2) AISTATS (1)

Top co-authors

Brian Murphy (4) Martha White (3) Saeed Najafi (3) Bilal Ghanem (2) Alex Murphy (2) Tom Mitchell (2) Partha P. Talukdar (2) Cole Peterson (2) Tom M. Mitchell (2) Saif Mohammad (2)

Keywords

sentiment analysis (3) text classification (2) recurrent neural network (2) large language model (2) long short-term memory (2) representation learning (2) zero-shot learning (2) emotion dynamics (2) question answering (2) cognitive modeling (1) curriculum learning (1) neural encoding (1) weakly supervised learning (1) relation extraction (1) few-shot learning (1) text analysis (1) natural language processing (1) text generation (1) named entity recognition (1) natural language generation (1)

Papers

Offline Preference Optimization via Maximum Marginal Likelihood Estimation EACL 2026 Finding Shared Decodable Concepts and their Negations in the Brain ICLR 2025 Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments NAACL 2024 Exploring Curriculum Learning for Vision-Language Tasks: A Study on Small-Scale Multimodal Training CONLL 2024 RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models ACL 2024 Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models EMNLP 2023 Utterance Emotion Dynamics in Children’s Poems: Emotional Changes Across Age ACL 2023 Weakly-Supervised Questions for Zero-Shot Relation Extraction EACL 2023 Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers EMNLP 2023 Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum ICLR 2022 Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask ACL 2022 From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020 Maxmin Q-learning: Controlling the Estimation Bias of Q-learning ICLR 2020 The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018 Social and Emotional Correlates of Capitalization on Twitter NAACL 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 BrainBench: A Brain-Image Test Suite for Distributional Semantic Models EMNLP 2016 Poet Admits // Mute Cypher: Beam Search to find Mutually Enciphering Poetic Texts EMNLP 2016 A Compositional and Interpretable Semantic Space NAACL 2015 Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning ACL 2014 Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition CONLL 2013 Hierarchical Latent Dictionaries for Models of Brain Activation AISTATS 2012