| "You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation | Oct 26, 2023 | Abstract Meaning RepresentationNatural Language Queries | —Unverified | 0 |
| This Reads Like That: Deep Learning for Interpretable Natural Language Processing | Oct 25, 2023 | Deep LearningSentence | CodeCode Available | 0 |
| BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation | Oct 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom | Oct 25, 2023 | ArticlesMisinformation | CodeCode Available | 0 |
| STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants | Oct 25, 2023 | Sentence | —Unverified | 0 |
| PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction | Oct 25, 2023 | MarketingSentence | —Unverified | 0 |
| R^3 Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context | Oct 25, 2023 | Sentence | —Unverified | 0 |
| Video Referring Expression Comprehension via Transformer with Content-conditioned Query | Oct 25, 2023 | cross-modal alignmentReferring Expression | —Unverified | 0 |
| CoheSentia: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts | Oct 25, 2023 | Sentence | —Unverified | 0 |
| CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports | Oct 24, 2023 | Decision MakingDomain Adaptation | CodeCode Available | 0 |
| Can You Follow Me? Testing Situational Understanding in ChatGPT | Oct 24, 2023 | ChatbotSentence | CodeCode Available | 0 |
| Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words | Oct 24, 2023 | Contrastive LearningSentence | CodeCode Available | 0 |
| MUSER: A Multi-View Similar Case Retrieval Dataset | Oct 24, 2023 | FairnessRetrieval | CodeCode Available | 1 |
| A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing | Oct 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Length is a Curse and a Blessing for Document-level Semantics | Oct 24, 2023 | Contrastive LearningInformation Retrieval | CodeCode Available | 0 |
| DALE: Generative Data Augmentation for Low-Resource Legal NLP | Oct 24, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| BLESS: Benchmarking Large Language Models on Sentence Simplification | Oct 24, 2023 | BenchmarkingDiversity | CodeCode Available | 0 |
| Continual Event Extraction with Semantic Confusion Rectification | Oct 24, 2023 | Event ExtractionSentence | CodeCode Available | 0 |
| CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction | Oct 24, 2023 | Aspect Sentiment Triplet ExtractionAspect Term Extraction and Sentiment Classification | CodeCode Available | 1 |
| Probing Representations for Document-level Event Extraction | Oct 23, 2023 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 0 |
| On the Dimensionality of Sentence Embeddings | Oct 23, 2023 | Representation LearningSentence | —Unverified | 0 |
| Sentiment analysis with adaptive multi-head attention in Transformer | Oct 23, 2023 | DecoderSentence | —Unverified | 0 |
| Affective and Dynamic Beam Search for Story Generation | Oct 23, 2023 | RerankingSentence | CodeCode Available | 0 |
| QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing | Oct 23, 2023 | Discourse ParsingLanguage Modeling | CodeCode Available | 0 |
| Exploring the Boundaries of GPT-4 in Radiology | Oct 23, 2023 | Natural Language InferenceSentence | —Unverified | 0 |
| Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models | Oct 23, 2023 | MisinformationSentence | CodeCode Available | 0 |
| System Combination via Quality Estimation for Grammatical Error Correction | Oct 23, 2023 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| Evaluating Large Language Models on Controlled Generation Tasks | Oct 23, 2023 | Question GenerationQuestion-Generation | CodeCode Available | 0 |
| How To Build Competitive Multi-gender Speech Translation Models For Controlling Speaker Gender Translation | Oct 23, 2023 | SentenceTranslation | —Unverified | 0 |
| Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing | Oct 23, 2023 | Machine TranslationNMT | —Unverified | 0 |
| Large Language Models can Share Images, Too! | Oct 23, 2023 | Image DescriptionSentence | CodeCode Available | 0 |
| Efficient Data Learning for Open Information Extraction with Pre-trained Language Models | Oct 23, 2023 | FormOpen Information Extraction | —Unverified | 0 |
| Prefix-Tuning Based Unsupervised Text Style Transfer | Oct 23, 2023 | SentenceStyle Transfer | —Unverified | 0 |
| What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies | Oct 23, 2023 | Entity TypingMulti-Label Classification | —Unverified | 0 |
| Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank | Oct 22, 2023 | Data IntegrationFeature Engineering | —Unverified | 0 |
| Can Offline Metrics Measure Explanation Goals? A Comparative Survey Analysis of Offline Explanation Metrics in Recommender Systems | Oct 22, 2023 | DiversityPersuasiveness | —Unverified | 0 |
| One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems | Oct 22, 2023 | AllLanguage Modeling | —Unverified | 0 |
| Boosting Unsupervised Machine Translation with Pseudo-Parallel Data | Oct 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ALDi: Quantifying the Arabic Level of Dialectness of Text | Oct 20, 2023 | ArticlesDialect Identification | CodeCode Available | 0 |
| Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation | Oct 20, 2023 | DecoderImage Generation | CodeCode Available | 0 |
| A Quality-based Syntactic Template Retriever for Syntactically-controlled Paraphrase Generation | Oct 20, 2023 | Data AugmentationDiversity | CodeCode Available | 0 |
| Coarse-to-Fine Dual Encoders are Better Frame Identification Learners | Oct 20, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Visual Grounding Helps Learn Word Meanings in Low-Data Regimes | Oct 20, 2023 | Image CaptioningLanguage Acquisition | CodeCode Available | 1 |
| DistillCSE: Distilled Contrastive Learning for Sentence Embeddings | Oct 20, 2023 | Contrastive LearningKnowledge Distillation | CodeCode Available | 0 |
| On the Language Encoder of Contrastive Cross-modal Models | Oct 20, 2023 | cross-modal alignmentSentence | —Unverified | 0 |
| Simultaneous Machine Translation with Tailored Reference | Oct 20, 2023 | Machine TranslationSentence | —Unverified | 0 |
| Fast and Accurate Factual Inconsistency Detection Over Long Documents | Oct 19, 2023 | ChunkingNatural Language Inference | CodeCode Available | 1 |
| No offence, Bert -- I insult only humans! Multiple addressees sentence-level attack on toxicity detection neural network | Oct 19, 2023 | Sentence | —Unverified | 0 |
| StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding | Oct 19, 2023 | Multiple-choiceNatural Language Understanding | CodeCode Available | 0 |
| Time-Aware Representation Learning for Time-Sensitive Question Answering | Oct 19, 2023 | Question AnsweringRepresentation Learning | CodeCode Available | 0 |