Language

HyTrel: Hypergraph-enhanced Tabular Data Representation Learning NeurIPS 2023 ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding EMNLP 2023 Identifying Informational Sources in News Articles EMNLP 2023 Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023 Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting EMNLP 2023 Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023 Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023 Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home ACL 2023 InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer EMNLP 2023 Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023 LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas NeurIPS 2023 Language Modeling with Latent Situations ACL 2023 Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition Interspeech 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NeurIPS 2023 Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation ACL 2023 Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023 LEVER: Learning to Verify Language-to-Code Generation with Execution ICML 2023 Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023 LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023 Long Range Language Modeling via Gated State Spaces ICLR 2023 Long-Range Language Modeling with Selective Cache EMNLP 2023 Measuring Lexico-Semantic Alignment in Debates with Contextualized Word Representations ACL 2023 MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023 Mind's Eye: Grounded Language Model Reasoning through Simulation ICLR 2023