The proceedings contain 17 papers. The topics discussed include: foreign words and the automatic processing of Arabic social media text written in roman script;code mixing: a challenge for language identification in t...
ISBN:
(纸本)9781937284961
The proceedings contain 17 papers. The topics discussed include: foreign words and the automatic processing of Arabic social media text written in roman script;code mixing: a challenge for language identification in the language of social media;detecting code-switching in a multilingual alpine heritage corpus;exploration of the impact of maximum entropy in recurrent neural network language models for code-switching speech;predicting code-switching in multilingual communication for immigrant communities;overview for the first shared task on language identification in code-switched data;word-level language identification using CRF: code-switching shared task report of MSR India system;and the CMU submission for the shared task on language identification in code-switched data.
The proceedings contain 8 papers. The topics discussed include: evaluating answers to reading comprehension questions in context: results for German and the role of information structure;towards a probabilistic model ...
ISBN:
(纸本)1937284158
The proceedings contain 8 papers. The topics discussed include: evaluating answers to reading comprehension questions in context: results for German and the role of information structure;towards a probabilistic model for lexical entailment;classification-based contextual preferences;is it worth submitting this run? assess your RTE system with a good sparring partner;diversity-aware evaluation for paraphrase patterns;representing and resolving ambiguities in ontology-based question answering;strings over intervals;and discovering commonsense entailment rules implicit in sentences.
The proceedings contain 28 papers. The topics discussed include: a projection extension algorithm for statistical machine translation;statistical machine translation using coercive two-level syntactic transduction;cro...
The proceedings contain 28 papers. The topics discussed include: a projection extension algorithm for statistical machine translation;statistical machine translation using coercive two-level syntactic transduction;cross-lingual lexical triggers in statistical language modeling;sentence alignment for monolingual comparable corpora;antecedent recovery: experiments with a trace tagger;use of deep linguistic features for the recognition and labeling of semantic arguments;maximum entropy models for FrameNet classification;variation of entropy and parse trees of sentences as a function of the sentence number;a plethora of methods for learning English countability;bootstrapping coreference classifiers with multiple machine learning algorithms;and towards answering opinion questions: separating facts from opinions and identifying the polarity of opinion sentences.
The proceedings contain 149 papers. The topics discussed include: predicting thread discourse structure over technical web forums;exact decoding of phrase-based translation models through Lagrangian relaxation;unsuper...
ISBN:
(纸本)1937284115
The proceedings contain 149 papers. The topics discussed include: predicting thread discourse structure over technical web forums;exact decoding of phrase-based translation models through Lagrangian relaxation;unsupervised structure prediction with non-parallel multilingual guidance;a generate and rank approach to sentence paraphrasing;correcting semantic collocation errors with L1-induced paraphrases;domain-assisted product aspect hierarchy generation: towards hierarchical organization of unstructured consumer reviews;semi-supervised recursive autoencoders for predicting sentiment distributions;compositional matrix-space models for sentiment analysis;inducing sentence structure from parallel corpora for reordering;dual decomposition with many overlapping components;a weakly-supervised approach to argumentative zoning of scientific documents;and a model of discourse predictions in human sentence processing.
The proceedings contain 72 papers. The topics discussed include: unsupervised discovery of a statistical verb lexicon;an empirical approach to the interpretation of superlatives;paraphrase recognition via dissimilarit...
ISBN:
(纸本)1932432736
The proceedings contain 72 papers. The topics discussed include: unsupervised discovery of a statistical verb lexicon;an empirical approach to the interpretation of superlatives;paraphrase recognition via dissimilarity significance classification;distributional measures of concept-distance: a task-oriented evaluation;exploiting discourse structure for spoken dialogue performance analysis;domain adaptation with structural correspondence learning;incremental integer linear programming for non-projective dependency parsing;identification of event mentions and their semantic class;extremely lexicalized models for accurate and fast HPSG parsing;a weakly supervised learning approach for spoken language understanding;distributed language modeling for N-best list re-ranking;unsupervised named entity transliteration using temporal and phonetic correlation;and using linguistically motivated features for paragraph boundary identification.
The proceedings contain 121 papers. The topics discussed include: optimizing entity resolution in voice interfaces: an ASR-aware entity reference expansion approach;two-tiered encoder-based hallucination detection for...
ISBN:
(纸本)9798891761667
The proceedings contain 121 papers. The topics discussed include: optimizing entity resolution in voice interfaces: an ASR-aware entity reference expansion approach;two-tiered encoder-based hallucination detection for retrieval-augmented generation in the wild;the program testing ability of large language models for code;salient information prompting to steer content in prompt-based abstractive summarization;predicting entity salience in extremely short documents;salient information prompting to steer content in prompt-based abstractive summarization;predicting entity salience in extremely short documents;don’t shoot the breeze: topic continuity model using nonlinear naive bayes with attention;and retrieval augmented spelling correction for e-commerce applications.
The proceedings contain 21 papers. The topics discussed include: Argotario: computational argumentation meets serious games;an analysis and visualization tool for case study learning of linguistic concepts;GraphDocExp...
ISBN:
(纸本)9781945626975
The proceedings contain 21 papers. The topics discussed include: Argotario: computational argumentation meets serious games;an analysis and visualization tool for case study learning of linguistic concepts;GraphDocExplore: a framework for the experimental comparison of graph-based document exploration techniques;StruAP: a tool for bundling linguistic trees through structure-based abstract pattern;KnowYourNyms? a game of semantic relationships;the projector: an interactive annotation projection visualization tool;interactive visualization for linguistic structure;QUINT: interpretable question answering over knowledge bases;MoodSwipe: a soft keyboard that suggests message-based on user-specified emotions;and unsupervised, knowledge-free, and interpretable word sense disambiguation.
The proceedings contain 52 papers. The topics discussed include: fabricator: an open source toolkit for generating labeled training data with teacher LLMs;end-to-end evaluation for low-latency simultaneous speech tran...
The proceedings contain 52 papers. The topics discussed include: fabricator: an open source toolkit for generating labeled training data with teacher LLMs;end-to-end evaluation for low-latency simultaneous speech translation;ChatReport: democratizing sustainability disclosure analysis through LLM-based tools;RaLLe: a framework for developing and evaluating retrieval-augmented large language models;VIST5: an adaptive, retrieval-augmented language model for visualization-oriented dialog;koala: an index for quantifying overlaps with pre-training corpora;Sudowoodo: a Chinese lyric imitation system with source lyrics;ConvLab-3: a flexible dialogue system toolkit based on a unified data format;FLEEK: factual error detection and correction with evidence retrieved from external knowledge;and YATO: yet another deep learning based text analysis open toolkit.
The proceedings contain 264 papers. The topics discussed include: span-based constituency parsing with a structure-label system and provably optimal dynamic oracles;rule extraction for tree-to-tree transducers by cost...
ISBN:
(纸本)9781945626258
The proceedings contain 264 papers. The topics discussed include: span-based constituency parsing with a structure-label system and provably optimal dynamic oracles;rule extraction for tree-to-tree transducers by cost minimization;a neural network for coordination boundary prediction;using left-corner parsing to encode universal structural constraints in grammar induction;distinguishing past, on-going, and future events: the event-status corpus;nested propositions in open information extraction;a position encoding convolutional neural network based on dependency tree for relation classification;learning to recognize discontiguous entities;and modeling human reading with neural attention.
The proceedings contain 52 papers. The topics discussed include: FreeEval: a modular framework for trustworthy and efficient evaluation of large language models;i-code studio: a configurable and composable framework f...
ISBN:
(纸本)9798891761674
The proceedings contain 52 papers. The topics discussed include: FreeEval: a modular framework for trustworthy and efficient evaluation of large language models;i-code studio: a configurable and composable framework for integrative AI;Evalverse: unified and accessible library for large language model evaluation;medico: towards hallucination detection and correction with multi-source evidence fusion;OpenOmni: a collaborative open source tool for building future-ready multimodal conversational agents;TruthReader: towards trustworthy document assistant chatbot with reliable attribution;commentator: a code-mixed multilingual text annotation framework;and Arxiv Copilot: a self-evolving and efficient LLM system for personalized academic assistance.
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