| WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization | Nov 3, 2020 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| IR&TM-NJUST@CLSciSumm 20 | Nov 1, 2020 | SentenceSentence Similarity | —Unverified | 0 |
| Representation Learning for Type-Driven Composition | Nov 1, 2020 | Representation LearningSentence | CodeCode Available | 0 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| Incorporate Semantic Structures into Machine Translation Evaluation via UCCA | Oct 17, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Effective Distributed Representations for Academic Expert Search | Oct 16, 2020 | NavigateRetrieval | CodeCode Available | 0 |
| Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder | Sep 8, 2020 | ClusteringSentence | —Unverified | 0 |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | Jul 31, 2020 | Continual Pretraining | CodeCode Available | 0 |
| Parallel Sentence Mining by Constrained Decoding | Jul 1, 2020 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 1 |
| Deep Learning Enabled Semantic Communication Systems | Jun 18, 2020 | Deep LearningSemantic Communication | CodeCode Available | 1 |
| Automatically Ranked Russian Paraphrase Corpus for Text Generation | Jun 17, 2020 | Paraphrase GenerationSentence | —Unverified | 0 |
| Misinformation Has High Perplexity | Jun 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Calcul de similarit\'e entre phrases : quelles mesures et quels descripteurs ? (Sentence Similarity : a study on similarity metrics with words and character strings ) | Jun 1, 2020 | SentenceSentence Similarity | —Unverified | 0 |
| DEFT 2020 : d\'etection de similarit\'e entre phrases et extraction d'information (DEFT 2020 : sentence similarity detection and information retrieval ) | Jun 1, 2020 | Information RetrievalRetrieval | —Unverified | 0 |
| Similarit\'e s\'emantique entre phrases : apprentissage par transfert interlingue (Semantic Sentence Similarity : Multilingual Transfer Learning) | Jun 1, 2020 | NERSentence | —Unverified | 0 |
| DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts | May 17, 2020 | AvgSentence | CodeCode Available | 0 |
| Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task | May 1, 2020 | Answer SelectionSentence | CodeCode Available | 1 |
| Discourse Component to Sentence (DC2S): An Efficient Human-Aided Construction of Paraphrase and Sentence Similarity Dataset | May 1, 2020 | Natural Language InferenceParaphrase Generation | —Unverified | 0 |
| Combining Word Embeddings and N-grams for Unsupervised Document Summarization | Apr 25, 2020 | DiversityDocument Summarization | —Unverified | 0 |
| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 |
| On the Effect of Dropping Layers of Pre-trained Transformer Models | Apr 8, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 |
| Structural-Aware Sentence Similarity with Recursive Optimal Transport | Jan 28, 2020 | SentenceSentence Similarity | —Unverified | 0 |
| Unsupervised Transfer Learning via BERT Neuron Selection | Dec 10, 2019 | Natural Language InferenceSentence | —Unverified | 0 |
| Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning | Nov 9, 2019 | Machine TranslationRepresentation Learning | —Unverified | 0 |
| Additive Compositionality of Word Vectors | Nov 1, 2019 | SentenceSentence Similarity | —Unverified | 0 |
| Natural Language Generation for Effective Knowledge Distillation | Nov 1, 2019 | Knowledge DistillationLinguistic Acceptability | CodeCode Available | 0 |
| Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations | Sep 1, 2019 | Contextualised Word RepresentationsInformation Retrieval | —Unverified | 0 |
| Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting | Aug 17, 2019 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings | Jun 1, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Composition of Sentence Embeddings: Lessons from Statistical Relational Learning | Jun 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning | May 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Composition of Sentence Embeddings:Lessons from Statistical Relational Learning | Apr 4, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Non-Parametric Adaptation for Neural Machine Translation | Feb 28, 2019 | Domain AdaptationMachine Translation | —Unverified | 0 |
| NeuralWarp: Time-Series Similarity with Warping Networks | Dec 20, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| SYSTRAN Participation to the WMT2018 Shared Task on Parallel Corpus Filtering | Oct 1, 2018 | Feature EngineeringMachine Translation | —Unverified | 0 |
| Phrase-level Self-Attention Networks for Universal Sentence Encoding | Oct 1, 2018 | Multi-class ClassificationNatural Language Inference | —Unverified | 0 |
| Fixing Translation Divergences in Parallel Corpora for Neural MT | Oct 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| AWE: Asymmetric Word Embedding for Textual Entailment | Sep 11, 2018 | Natural Language InferenceParaphrase Identification | —Unverified | 0 |
| Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset | Sep 11, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations | Aug 29, 2018 | Representation LearningSentence | CodeCode Available | 0 |
| Retrieval-Based Neural Code Generation | Aug 29, 2018 | Code GenerationRetrieval | CodeCode Available | 0 |
| Linear Transformations for Cross-lingual Semantic Textual Similarity | Jul 11, 2018 | Cross-Lingual Semantic Textual SimilarityMachine Translation | —Unverified | 0 |
| Transparent, Efficient, and Robust Word Embedding Access with WOMBAT | Jul 2, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP | Jul 1, 2018 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| A Multi-task Approach to Learning Multilingual Representations | Jul 1, 2018 | Cross-Lingual Document ClassificationDocument Classification | —Unverified | 0 |
| Lexical Substitution for Evaluating Compositional Distributional Models | Jun 1, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity | May 21, 2018 | Natural Language InferenceRelation | —Unverified | 0 |
| SentEval: An Evaluation Toolkit for Universal Sentence Representations | Mar 14, 2018 | General ClassificationMulti-class Classification | CodeCode Available | 1 |
| Calculating the similarity between words and sentences using a lexical database and corpus statistics | Feb 15, 2018 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Taking into account Inter-sentence Similarity for Update Summarization | Nov 1, 2017 | Document SummarizationExtractive Summarization | —Unverified | 0 |