The proceedings contain 844 papers. The topics discussed include: detecting contact-induced semantic shifts: what can embedding-based methods do in practice?;AligNART: non-autoregressive neural machine translation by ...
ISBN:
(纸本)9781955917094
The proceedings contain 844 papers. The topics discussed include: detecting contact-induced semantic shifts: what can embedding-based methods do in practice?;AligNART: non-autoregressive neural machine translation by jointly learning to estimate alignment and translate;zero-shot cross-lingual transfer of neural machine translation with multilingual pretrained encoders;ERNIE-M: enhanced multilingual representation by aligning cross-lingual semantics with monolingual corpora;cross attention augmented transducer networks for simultaneous translation;translating headers of tabular data: a pilot study of schema translation;low-resource dialogue summarization with domain-agnostic multi-source pretraining;controllable neural dialogue summarization with personal named entity planning;fine-grained factual consistency assessment for abstractive summarization models;and multiplex graph neural network for extractive text summarization.
The proceedings contain 21 papers. The topics discussed include: the early modern Dutch mediascape. detecting media mentions in chronicles using word embeddings and CRF;FrameNet-like annotation of olfactory informatio...
ISBN:
(纸本)9781954085916
The proceedings contain 21 papers. The topics discussed include: the early modern Dutch mediascape. detecting media mentions in chronicles using word embeddings and CRF;FrameNet-like annotation of olfactory information in texts;Batavia asked for advice. pretrained language models for named entity recognition in historical texts;quantifying contextual aspects of inter-annotator agreement in intertextuality research;the multilingual corpus of survey questionnaires query interface;the FairyNet corpus - character networks for German fairy tales;end-to-end style-conditioned poetry generation: what does it take to learn from examples alone?;emotion classification in German plays with transformer-based language models pretrained on historical and contemporary language;automating the detection of poetic features: the limerick as model organism;unsupervised adverbial identification in modern Chinese literature;and data-driven detection of general chiasmi using lexical and semantic features.
The proceedings contain 6 papers. The topics discussed include: enhancing LLM capabilities beyond scaling up;countering hateful and offensive speech online - open challenges;language agents: foundations, prospects, an...
ISBN:
(纸本)9798891761698
The proceedings contain 6 papers. The topics discussed include: enhancing LLM capabilities beyond scaling up;countering hateful and offensive speech online - open challenges;language agents: foundations, prospects, and risks;introductory tutorial: reasoning with naturallanguage explanations;AI for science in the era of large language models;and human-centered evaluation of language technologies.
The proceedings contain 1003 papers. The topics discussed include: are LLMs good annotators for discourse-level event relation extraction?;transferability of syntax-aware graph neural networks in zero-shot cross-lingu...
ISBN:
(纸本)9798891761681
The proceedings contain 1003 papers. The topics discussed include: are LLMs good annotators for discourse-level event relation extraction?;transferability of syntax-aware graph neural networks in zero-shot cross-lingual semantic role labeling;should cross-lingual AMR parsing go meta? an empirical assessment of meta-learning and joint learning AMR parsing;general collaborative framework between large language model and experts for universal information extraction;SEAVER: attention reallocation for mitigating distractions in language models for conditional semantic textual similarity measurement;search if you don’t know! knowledge-augmented Korean grammatical error correction with large language models;and InsertGNN: a hierarchical graph neural network for the TOEFL sentence insertion problem.
The proceedings contain 6 papers. The topics discussed include: NLP+Vis: NLP meets visualization;security challenges in naturallanguageprocessing models;designing, evaluating, and learning from humans interacting wi...
The proceedings contain 6 papers. The topics discussed include: NLP+Vis: NLP meets visualization;security challenges in naturallanguageprocessing models;designing, evaluating, and learning from humans interacting with NLP models;LLM-driven instruction following: progresses and concerns;mitigating societal harms in large language models;and creative naturallanguage generation.
The proceedings contain 29 papers. The topics discussed include: BERTweet: a pre-trained language model for English tweets;NeuralQA: a usable library for question answering (contextual query expansion + BERT) on large...
ISBN:
(纸本)9781952148620
The proceedings contain 29 papers. The topics discussed include: BERTweet: a pre-trained language model for English tweets;NeuralQA: a usable library for question answering (contextual query expansion + BERT) on large datasets;Wikipedia2Vec: an efficient toolkit for learning and visualizing the embeddings of words and entities from Wikipedia;ARES: a reading comprehension ensembling service;transformers: state-of-the-art naturallanguageprocessing;AdapterHub: a framework for adapting transformers;HUMAN: hierarchical universal modular annotator;DeezyMatch: a flexible deep learning approach to fuzzy string matching;CoSaTa: a constraint satisfaction solver and interpreted language for semi-structured tables of sentences;a technical question answering system with transfer learning;and the language interpretability tool: extensible, interactive visualizations and analysis for NLP models.
The proceedings contain 752 papers. The topics discussed include: detecting attackable sentences in arguments;extracting implicitly asserted propositions in argumentation;unsupervised stance detection for arguments fr...
ISBN:
(纸本)9781952148606
The proceedings contain 752 papers. The topics discussed include: detecting attackable sentences in arguments;extracting implicitly asserted propositions in argumentation;unsupervised stance detection for arguments from consequences;quantitative argument summarization and beyond: cross-domain key point analysis;statistical power and translationese in machine translation evaluation;simulated multiple reference training improves low-resource machine translation;automatic machine translation evaluation in many languages via zero-shot paraphrasing;learning to explain: datasets and models for identifying valid reasoning chains in multihop question-answering;self-supervised knowledge triplet learning for zero-shot question answering;and repulsive attention: rethinking multi-head attention as Bayesian inference.
The proceedings contain 6 papers. The topics discussed include: meaning representations for naturallanguages: design, models and applications;Arabic naturallanguageprocessing;emergent language-based coordination in...
ISBN:
(纸本)9781959429302
The proceedings contain 6 papers. The topics discussed include: meaning representations for naturallanguages: design, models and applications;Arabic naturallanguageprocessing;emergent language-based coordination in deep multi-agent systems;CausalNLP tutorial: an introduction to causality for naturallanguageprocessing;modular and parameter-efficient fine-tuning for NLP models;and non-autoregressive models for fast sequence generation.
The proceedings contain 21 papers. The topics discussed include: improving the generalizability of text-based emotion detection by leveraging transformers with psycholinguistic features;fine-grained extraction and cla...
ISBN:
(纸本)9781959429203
The proceedings contain 21 papers. The topics discussed include: improving the generalizability of text-based emotion detection by leveraging transformers with psycholinguistic features;fine-grained extraction and classification of skill requirements in German-speaking job ads;experiencer-specific emotion and appraisal prediction;understanding narratives from demographic survey data: a comparative study with multiple neural topic models;to prefer or to choose? generating agency and power counterfactuals jointly for gender bias mitigation;conspiracy narratives in the protest movement against COVID-19 restrictions in Germany. A long-term content analysis of telegram chat groups;conditional language models for community-level linguistic variation;examining political rhetoric with epistemic stance detection;and linguistic elements of engaging customer service discourse on social media.
The proceedings contain 44 papers. The topics discussed include: ABSApp: a portable weakly-supervised aspect-based sentiment extraction system;AllenNLP interpret: a framework for explaining predictions of NLP models;A...
ISBN:
(纸本)9781950737925
The proceedings contain 44 papers. The topics discussed include: ABSApp: a portable weakly-supervised aspect-based sentiment extraction system;AllenNLP interpret: a framework for explaining predictions of NLP models;ALTER: auxiliary text rewriting tool for naturallanguage generation;automatic taxonomy induction and expansion;chameleon: a language model adaptation toolkit for automatic speech recognition of conversational speech;controlling sequence-to-sequence models - a demonstration on neural-based acrostic generator;FAMULUS: interactive annotation and feedback generation for teaching diagnostic reasoning;IFlyLegal: a Chinese legal system for consultation, law searching, and document analysis;and journalist-in-the-loop: continuous learning as a service for rumor analysis.
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