An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 | Paper Citation Record

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This paper cites Influence of the movies on attitudes and be- havior,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Influence of the movies on attitudes and be- havior,

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This paper cites Tzioumakis and C.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Tzioumakis and C

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Movies, consumption markets & culture,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 The effect of movie portrayals on audience attitudes about nontra- ditional families and sexual orientation,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Natural language processing,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Deep learning in clinical natural language processing: a methodical review,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Machine learning and nat- ural language processing: Review of models and opti- mization problems,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Language models are few-shot learn- ers,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Sci- ence in the age of large language models,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Gen- erative artificial intelligence: a systematic review and ap- plications,

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This paper cites Education in the era of generative artificial intelligence (ai): Understanding the potential benefits of chatgpt in promoting teaching and learning,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Education in the era of generative artificial intelligence (ai): Understanding the potential benefits of chatgpt in promoting teaching and learning,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 The woman worked as a babysitter: Biases in language model generation,

Reference 13

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A comprehensive survey on process-oriented automatic text summarization with exploration of llm-based methods,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Large Language Models Penetration in Scholarly Writing and Peer Review

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A systematic review of large language models and their implications in medical education,

Reference 16

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Large Language Models Meet NLP: A Survey

Reference 17

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A review on large language models: Architectures, applications, tax- onomies, open issues and challenges,

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Language mod- els are unsupervised multitask learners,

Reference 19

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,

Reference 20

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Crafting clarity: Leveraging large language models to decode consumer reviews,

Reference 21

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Consumer evaluations of movies on the basis of critics’ judgments,

Reference 22

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This paper cites Dynamic ef- fects among movie ratings, movie revenues, and viewer satisfaction,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Dynamic ef- fects among movie ratings, movie revenues, and viewer satisfaction,

Reference 23

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Kerrigan,Film Marketing

Reference 24

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 The halo effect in multicomponent ratings and its implica- tions for recommender systems,

Reference 25

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This paper cites Understanding the influence of on- line movie reviews on audience reception: A data-driven approach,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Understanding the influence of on- line movie reviews on audience reception: A data-driven approach,

Reference 26

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This paper cites Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey

Reference 27

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Lipschitz Interpolation: Non-parametric Convergence under Bounded Stochastic Noise

Reference 28

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Large lan- guage models: a comprehensive survey of its applications, challenges, limitations, and future prospects,

Reference 29

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Auto- matic scoring of metaphor creativity with large language models,

Reference 30

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Book review: Deep learning,

Reference 31

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Deep learning,

Reference 32

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Long short-term memory,

Reference 33

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Attention is all you need,

Reference 34

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing

Reference 35

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Semantic language mod- els with deep neural networks,

Reference 36

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Progress in neural nlp: modeling, learning, and reasoning,

Reference 37

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 De- pendency parsing with bottom-up hierarchical pointer net- works,

Reference 38

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 39

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Improving language understanding by generative pre- training,

Reference 40

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Why does unsupervised pre-training help deep learning?

Reference 41

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 42

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Hollywood movie subtitle dataset: Oscar nom- inations and top 10 blockbusters (1950–2024),

Reference 43

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Imdb movie reviews grouped by rat- ings,

Reference 44

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Subtitling and distribution of international films,

Reference 45

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Unresolved cited work

Reference 46

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This paper cites A large-scale comparison of historical text normalization systems,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A large-scale comparison of historical text normalization systems,

Reference 47

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Unresolved cited work

Reference 48

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Gpt-4o technical report,

Reference 49

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This paper cites Chatgpt: Optimizing language models for dia- logue,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Chatgpt: Optimizing language models for dia- logue,

Reference 50

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A Serious Game for Simulating Cyberattacks to Teach Cybersecurity

Reference 51

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:12:56.581381Z

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This paper cites Geometric constructions of small regular graphs with girth 7.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Geometric constructions of small regular graphs with girth 7

Reference 52

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T12:12:56.397462Z

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This paper cites Distributionally Robust Receive Combining.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Distributionally Robust Receive Combining

Reference 53

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:52.493476Z

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A comparative evaluation of gemini and gpt-4 on multimodal educational tasks,

Reference 55

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This paper cites With a Little Help from my (Linguistic) Friends: Topic Segmentation of Multi-party Casual Conversations.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 With a Little Help from my (Linguistic) Friends: Topic Segmentation of Multi-party Casual Conversations

Reference 56

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 N-gram-based text categorization,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:02.112537Z

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This paper cites Jurafsky and J.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Jurafsky and J

Reference 58

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This paper cites Document-level sentiment classification using hybrid machine learning ap- proach,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Document-level sentiment classification using hybrid machine learning ap- proach,

Reference 59

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Syntactic n-grams as machine learning features for natural language processing,

Reference 60

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Sentiment classification with roberta and data augmentation techniques,

Reference 61

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This paper cites Continuous measurements for control of superconducting quantum circuits.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Continuous measurements for control of superconducting quantum circuits

Reference 62

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This paper cites A statistical interpretation of term specificity and its application in retrieval,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A statistical interpretation of term specificity and its application in retrieval,

Reference 63

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This paper cites An information-theoretic perspective of tf– idf measures,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 An information-theoretic perspective of tf– idf measures,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.834054Z

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This paper cites Tweeteval: Unified benchmark and comparative evaluation for tweet classification,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Tweeteval: Unified benchmark and comparative evaluation for tweet classification,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.596055Z

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Goemotions: A dataset of fine-grained emotions,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.244067Z

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Observation 286405ac-bcc1-4a04-9b20-0ba8c7a09279 · outbound

This paper cites Defending against neu- ral fake news,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Defending against neu- ral fake news,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:13:00.016339Z

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This paper cites What makes good in-context examples for gpt-3?.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 What makes good in-context examples for gpt-3?

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:59.743668Z

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Persona prompt- ing for controllable and diverse text generation,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:59.288143Z

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This paper cites Chunk-based sentiment analy- sis for long documents using transformer models,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Chunk-based sentiment analy- sis for long documents using transformer models,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:59.031304Z

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This paper cites Learning word vectors for sentiment analysis,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Learning word vectors for sentiment analysis,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.783476Z

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Explainable prompt learning for movie review sentiment analysis,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.567697Z

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This paper cites Reward Design with Language Models.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Reward Design with Language Models

Reference 73

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought

Reference 74

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 More than a feeling: Accuracy and application of emo- tion analysis,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.355740Z

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Sentiment Analysis through LLM Negotiations

Reference 76

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Audio-visual sentiment analysis for learning emotional arcs in movies,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.258274Z

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This paper cites Multimodal deep models for predicting affective responses evoked by movies,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Multimodal deep models for predicting affective responses evoked by movies,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:58.113885Z

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This paper cites Can ai write a movie review? a comparative study of human and machine criticism,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Can ai write a movie review? a comparative study of human and machine criticism,

Reference 79

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This paper cites All that’s ’hu- man’ is not gold: Evaluating human evaluation of gener- ated text,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 All that’s ’hu- man’ is not gold: Evaluating human evaluation of gener- ated text,

Reference 80

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs

Reference 81

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 82

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Multimodal sentiment analysis: a survey of methods, trends, and challenges,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:57.628709Z

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An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Multimodal few-shot learning with frozen language models,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:57.503995Z

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This paper cites Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey

Reference 85

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This paper cites A review on methods and applications in mul- timodal deep learning,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 A review on methods and applications in mul- timodal deep learning,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:57.355354Z

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Observation 1a7cca11-369e-403a-96e6-7955a0fba091 · outbound

This paper cites Blend: A benchmark for llms on everyday knowl- edge in diverse cultures and languages,.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Blend: A benchmark for llms on everyday knowl- edge in diverse cultures and languages,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:57.239657Z

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Observation 87a6a1c8-b027-40f0-8502-3a1d505766b4 · outbound

This paper cites Survey of Cultural Awareness in Language Models: Text and Beyond.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Survey of Cultural Awareness in Language Models: Text and Beyond

Reference 88

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This paper cites Bertaqa: How much do language models know about local culture?.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Bertaqa: How much do language models know about local culture?

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:12:57.077807Z

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Observation 5d8d1fe6-b626-431f-95cd-d7a75741ab34 · outbound

This paper cites Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?

Reference 90

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