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Semantic Textual Similarity

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하위 태스크: 2
평가표: 13
보존된 평가 기록: 280

Semantic textual similarity deals with determining how similar two pieces of texts are. This can take the form of assigning a score from 1 to 5. Related tasks are paraphrase or duplicate identification.

Image source: Learning Semantic Textual Similarity from Conversations

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/lamvin/PeerReviewAI

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Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome

https://github.com/lanwuwei/SPM_toolkit

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Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering

https://github.com/lasigeBioTM/ChemRecSys

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Hybrid Semantic Recommender System for Chemical Compounds

https://github.com/lavanyats/iMATCH

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IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner

https://github.com/lhaof/pgt

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Prompt-based Grouping Transformer for Nucleus Detection and Classification

https://github.com/li-xirong/sea

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SEA: Sentence Encoder Assembly for Video Retrieval by Textual Queries

https://github.com/liangyuxin42/weighted-removal

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Learning to Remove: Towards Isotropic Pre-trained BERT Embedding

https://github.com/lifestrugglee/privacy-synthetic-generation

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Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks

https://github.com/lifu-tu/Study-NLP-Robustness

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An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

https://github.com/lighteternal/farfetched_nlp

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FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments

https://github.com/lijiabei-7/rivrl

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Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval

https://github.com/linhd-postdata/lyricsim

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LyricSIM: A novel Dataset and Benchmark for Similarity Detection in Spanish Song LyricS

https://github.com/lipingyi/fedssa

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FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning

https://github.com/littleredxh/HardNegative

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Hard negative examples are hard, but useful

https://github.com/liutianlin0121/contSentEmbed

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Continual Learning for Sentence Representations Using Conceptors

https://github.com/liuxu77/stgcl

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When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting?

https://github.com/liuyyy111/AVSE

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Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment

https://github.com/lmbxmu/mycode

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Supervised Online Hashing via Hadamard Codebook Learning

https://github.com/ltgoslo/definition_modeling

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Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis

https://github.com/luisoala/non-iid-ssdl

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MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures

https://github.com/lujunru/napss

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NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization

https://github.com/lukun199/semanticrl

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Reinforcement Learning-powered Semantic Communication via Semantic Similarity

https://github.com/lupantech/rvqa

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R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering

https://github.com/macleginn/semantic-subspaces-code

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Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing

https://github.com/maiiabocharova/vacancysbert

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VacancySBERT: the approach for representation of titles and skills for semantic similarity search in the recruitment domain

https://github.com/mainlp/dialect-BLI

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Low-resource Bilingual Dialect Lexicon Induction with Large Language Models

https://github.com/malajikuai/tdsgl

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Topology-aware Debiased Self-supervised Graph Learning for Recommendation

https://github.com/manishb89/interpretable_sentence_similarity

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Logic Constrained Pointer Networks for Interpretable Textual Similarity

https://github.com/marco-digio/twitter4sse

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Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings

https://github.com/martiansideofthemoon/relic-retrieval

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RELIC: Retrieving Evidence for Literary Claims

https://github.com/matthewfl/nlp-entity-convnet

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Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks

https://github.com/mattroos/null_class_adversarial_defense

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Utilizing a null class to restrict decision spaces and defend against neural network adversarial attacks

https://github.com/maxxu05/relcon

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RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data

https://github.com/mayug/0-shot-llm-vision

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Do Vision and Language Encoders Represent the World Similarly?

https://github.com/meddjilani/fashionrecommender

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Trend-Aware Fashion Recommendation with Visual Segmentation and Semantic Similarity

https://github.com/megagonlabs/emu

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Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization

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