| Models and Datasets for Cross-Lingual Summarisation | Feb 19, 2022 | ArticlesSentence | CodeCode Available | 1 |
| Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions | Feb 18, 2022 | SentenceSurvey | CodeCode Available | 0 |
| DataMUX: Data Multiplexing for Neural Networks | Feb 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| End-to-End Training for Back-Translation with Categorical Reparameterization Trick | Feb 17, 2022 | Machine TranslationNMT | CodeCode Available | 0 |
| Grammar-Based Grounded Lexicon Learning | Feb 17, 2022 | Network EmbeddingSentence | —Unverified | 0 |
| SGPT: GPT Sentence Embeddings for Semantic Search | Feb 17, 2022 | Argument RetrievalBiomedical Information Retrieval | CodeCode Available | 2 |
| Question-Answer Sentence Graph for Joint Modeling Answer Selection | Feb 16, 2022 | Answer SelectionQuestion Answering | —Unverified | 0 |
| C IS^2: A Simplified Commonsense Inference Evaluation for Story Prose | Feb 16, 2022 | SentenceText Generation | CodeCode Available | 0 |
| Conversational Speech Recognition By Learning Conversation-level Characteristics | Feb 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Dataset of British English speech recordings for psychoacoustics and speech processing research | Feb 15, 2022 | Sentence | CodeCode Available | 1 |
| BLUE at Memotion 2.0 2022: You have my Image, my Text and my Transformer | Feb 15, 2022 | Cultural Vocal Bursts Intensity PredictionMeme Classification | —Unverified | 0 |
| Semantic Matching from Different Perspectives | Feb 14, 2022 | SentenceText Matching | CodeCode Available | 0 |
| Exhaustivity and anti-exhaustivity in the RSA framework: Testing the effect of prior beliefs | Feb 14, 2022 | Sentence | CodeCode Available | 0 |
| Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction | Feb 10, 2022 | Sentence | —Unverified | 0 |
| Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals | Feb 7, 2022 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval | Feb 7, 2022 | Contrastive LearningQuantization | CodeCode Available | 1 |
| Classification on Sentence Embeddings for Legal Assistance | Feb 5, 2022 | ClassificationInformation Retrieval | —Unverified | 0 |
| Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion | Feb 5, 2022 | modelSemantic Similarity | —Unverified | 0 |
| Aspect-based Sentiment Analysis through EDU-level Attentions | Feb 5, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings | Feb 4, 2022 | Depth EstimationInstance Segmentation | —Unverified | 0 |
| JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning | Feb 4, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Language Models Explain Word Reading Times Better Than Empirical Predictability | Feb 2, 2022 | Additive modelsRetrieval | —Unverified | 0 |
| Analogies and Feature Attributions for Model Agnostic Explanation of Similarity Learners | Feb 2, 2022 | Sentence | —Unverified | 0 |
| Transformer-based Models of Text Normalization for Speech Applications | Feb 1, 2022 | SentenceSpeech Synthesis | —Unverified | 0 |
| Grammatical cues to subjecthood are redundant in a majority of simple clauses across languages | Jan 30, 2022 | SentenceWorld Knowledge | —Unverified | 0 |
| Anticipation-Free Training for Simultaneous Machine Translation | Jan 30, 2022 | HallucinationMachine Translation | CodeCode Available | 0 |
| Compositionality as Lexical Symmetry | Jan 30, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Does Transliteration Help Multilingual Language Modeling? | Jan 29, 2022 | DiversityLanguage Modeling | CodeCode Available | 0 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Reducing language context confusion for end-to-end code-switching automatic speech recognition | Jan 28, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Pair-Level Supervised Contrastive Learning for Natural Language Inference | Jan 26, 2022 | Contrastive LearningNatural Language Inference | —Unverified | 0 |
| A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model | Jan 26, 2022 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network | Jan 25, 2022 | ArticlesBias Detection | —Unverified | 0 |
| Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos | Jan 25, 2022 | Natural Language QueriesSentence | CodeCode Available | 1 |
| Endpoint Detection for Streaming End-to-End Multi-talker ASR | Jan 24, 2022 | Sentencespeech-recognition | —Unverified | 0 |
| BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic | Jan 24, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| Polyphone disambiguation and accent prediction using pre-trained language models in Japanese TTS front-end | Jan 24, 2022 | Morphological AnalysisPolyphone disambiguation | —Unverified | 0 |
| Gradient-guided Unsupervised Text Style Transfer via Contrastive Learning | Jan 23, 2022 | Adversarial AttackContrastive Learning | —Unverified | 0 |
| Supervised Visual Attention for Simultaneous Multimodal Machine Translation | Jan 23, 2022 | Machine TranslationMultimodal Machine Translation | —Unverified | 0 |
| Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval | Jan 23, 2022 | Representation LearningRetrieval | CodeCode Available | 1 |
| SciBERTSUM: Extractive Summarization for Scientific Documents | Jan 21, 2022 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| Contrastive Event Extraction Using Video Enhancements | Jan 20, 2022 | Event ExtractionSentence | —Unverified | 0 |
| End-to-end Generative Pretraining for Multimodal Video Captioning | Jan 20, 2022 | Action ClassificationDecoder | —Unverified | 0 |
| VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation | Jan 20, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| Temporal Sentence Grounding in Videos: A Survey and Future Directions | Jan 20, 2022 | Moment RetrievalRetrieval | —Unverified | 0 |
| CPTAM: Constituency Parse Tree Aggregation Method | Jan 19, 2022 | Constituency ParsingSentence | CodeCode Available | 0 |
| Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task | Jan 18, 2022 | SentenceSentence Classification | —Unverified | 0 |
| Improve Sentence Alignment by Divide-and-conquer | Jan 18, 2022 | Optical Character Recognition (OCR)Sentence | —Unverified | 0 |
| Hierarchical Neural Network Approaches for Long Document Classification | Jan 18, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |