https://github.com/yg211/acl20-ref-free-eval
공식 코드SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization
Papers with Code 아카이브
Semantic Textual Similarity
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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/yhcao6/fadi
공식 코드Few-Shot Object Detection via Association and DIscrimination
https://github.com/yibin-lei/metaeol
공식 코드Meta-Task Prompting Elicits Embeddings from Large Language Models
https://github.com/yifeizhou02/generalized_paraphrase_identification
공식 코드GAPX: Generalized Autoregressive Paraphrase-Identification X
https://github.com/yinwenpeng/Answer_Selection
공식 코드ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
https://github.com/yiren-jian/NonLing-CSE
공식 코드Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings
https://github.com/yixinL7/Direct-Style-Transfer
공식 코드https://github.com/yixuantt/finmteb
공식 코드https://github.com/yjiangcm/promcse
공식 코드https://github.com/ymgw55/WSMD
공식 코드Improving word mover's distance by leveraging self-attention matrix
https://github.com/ymgw55/cosine-similarity-via-ica
공식 코드Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings
https://github.com/yoda122/gausscse
공식 코드https://github.com/yogarshi/SemDiverge
공식 코드Identifying Semantic Divergences in Parallel Text without Annotations
https://github.com/yoichi1484/subspace
공식 코드Subspace Representations for Soft Set Operations and Sentence Similarities
https://github.com/yoosan/sentpair
공식 코드Modelling Sentence Pairs with Tree-structured Attentive Encoder
https://github.com/youngkyunJang/GPQ
공식 코드Generalized Product Quantization Network for Semi-supervised Image Retrieval
https://github.com/ypxie/HDGan
공식 코드Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network
https://github.com/yuchen413/text2image_safety
공식 코드https://github.com/yuh-zha/alignscore
공식 코드AlignScore: Evaluating Factual Consistency with a Unified Alignment Function
https://github.com/yukang-lin/rger
공식 코드Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning
https://github.com/yukiar/TransferFT
공식 코드https://github.com/yukiar/distil_wic
공식 코드Distilling Monolingual and Crosslingual Word-in-Context Representations
https://github.com/yukiar/otalign
공식 코드https://github.com/yukw777/tglg
공식 코드Temporally-Grounded Language Generation: A Benchmark for Real-Time Vision-Language Models
https://github.com/yuxiaw/usts
공식 코드https://github.com/yuzhimanhua/cof
공식 코드https://github.com/yym6472/ConSERT
공식 코드ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
https://github.com/zbr17/avsl
공식 코드https://github.com/zdou0830/crosslingual_summarization_semantic
공식 코드https://github.com/zeinabtaghavi/impliret
공식 코드ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge
https://github.com/zes0v0inn/dwt_eeg_reconstruction
공식 코드Category-aware EEG image generation based on wavelet transform and contrast semantic loss
https://github.com/zexuanqiu/hihpq
공식 코드HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval
https://github.com/zhangy0822/user
공식 코드USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval
https://github.com/zhangyiqun018/avengers
공식 코드The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants
https://github.com/zhaorui-tan/pdf-gan
공식 코드SSD: Towards Better Text-Image Consistency Metric in Text-to-Image Generation
https://github.com/zhaozh10/mcgip
공식 코드Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.