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

https://github.com/DalstonChen/CapNetSRL

공식 코드

Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks

https://github.com/Dan123dan/rGBN-RNN

공식 코드

Recurrent Hierarchical Topic-Guided RNN for Language Generation

https://github.com/DannyMerkx/caption2image

공식 코드

Learning semantic sentence representations from visually grounded language without lexical knowledge

https://github.com/DannyMerkx/next_word_prediction

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Human Sentence Processing: Recurrence or Attention?

https://github.com/DannyMerkx/speech2image

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Language learning using Speech to Image retrieval

https://github.com/Danqi7/584-final

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Sentence Embeddings using Supervised Contrastive Learning

https://github.com/DaoD/ConstraintGraph4NSO

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Neural Sentence Ordering Based on Constraint Graphs

https://github.com/DavidVinicius/concatenating-videos-for-sign-language-translation

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Less is more: concatenating videos for Sign Language Translation from a small set of signs

https://github.com/DeFacto/DeFactoNLP

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DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention

https://github.com/DeLightCMU/ElaborativeRehearsal

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Elaborative Rehearsal for Zero-shot Action Recognition

https://github.com/DebanjanaKar/ArgFuse

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ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation

https://github.com/DeepK/distance-embed

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Unsupervised Sentence-embeddings by Manifold Approximation and Projection

https://github.com/DeepLearnXMU/Cyclic

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Neural Simile Recognition with Cyclic Multitask Learning and Local Attention

https://github.com/DeepLearnXMU/NSEG

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Graph-based Neural Sentence Ordering

https://github.com/DeepLearnXMU/VNMT

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Variational Neural Machine Translation

https://github.com/DianboWork/SPN4RE

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Joint Entity and Relation Extraction with Set Prediction Networks

https://github.com/Dirivian/dynamic_lips

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Estimating speech from lip dynamics

https://github.com/Disiok/poetry-seq2seq

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Hierarchical Attention: What Really Counts in Various NLP Tasks

https://github.com/DreamInvoker/GAIN

공식 코드

Double Graph Based Reasoning for Document-level Relation Extraction

https://github.com/EdCo95/scientific-paper-summarisation

공식 코드

A Supervised Approach to Extractive Summarisation of Scientific Papers

https://github.com/EddCBen/Classifying-Textual-Data-with-pretrained-Vision-Models-through-Transfer-Learning-and-Data-Transforms

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Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations

https://github.com/EducationalTestingService/CATS

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Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation

https://github.com/Edward-Sun/structured-nart

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Fast Structured Decoding for Sequence Models

https://github.com/Elbria/xling-SemDiv

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Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank

https://github.com/Eleanor-H/DAGN

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DAGN: Discourse-Aware Graph Network for Logical Reasoning

https://github.com/EriCongMa/MTKD_TIMT

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Multi-Teacher Knowledge Distillation For Text Image Machine Translation

https://github.com/Espresso-AI/OrderSum

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OrderSum: Semantic Sentence Ordering for Extractive Summarization

https://github.com/Eulring/GoSum

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GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state

https://github.com/EvLab-MIT/LexiContrastiveGrd

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Visual Grounding Helps Learn Word Meanings in Low-Data Regimes

https://github.com/Evan-Gao/Distractor-Generation-RACE

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Generating Distractors for Reading Comprehension Questions from Real Examinations

https://github.com/Evan-Gao/conversational-QG

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Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling

https://github.com/ExplorerFreda/TreeEnc

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On Tree-Based Neural Sentence Modeling

https://github.com/F-Almeman/GEAR_RD

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GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary

https://github.com/F-Yuan303/HELPD

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HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding

https://github.com/FDChongli/TwoWaysToImproveCSC

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Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models

https://github.com/FMOpee/WGSS

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A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization

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