The proceedings contain 65 papers. The topics discussed include: unsupervised term extraction for highly technical domains;a hybrid approach to cross-lingual product review summarization;augmenting operations research...
ISBN:
(纸本)9781952148255
The proceedings contain 65 papers. The topics discussed include: unsupervised term extraction for highly technical domains;a hybrid approach to cross-lingual product review summarization;augmenting operations research with auto-formulation of optimization models from problem descriptions;knowledge distillation based contextual relevance matching for e-commerce product search;accelerating the discovery of semantic associations from medical literature: mining relations between diseases and symptoms;machine translation impact in e-commerce multilingual search;ask-and-verify: span candidate generation and verification for attribute value extraction;consultation checklists: standardizing the human evaluation of medical note generation;towards need-based spoken language understanding model updates: what have we learned?;and calibrating imbalanced classifiers with focal loss: an empirical study.
The proceedings contain 1268 papers. The topics discussed include: UniGen: universal domain generalization for sentiment classification via zero-shot dataset generation;Multi-News+: cost-efficient dataset cleansing vi...
ISBN:
(纸本)9798891761643
The proceedings contain 1268 papers. The topics discussed include: UniGen: universal domain generalization for sentiment classification via zero-shot dataset generation;Multi-News+: cost-efficient dataset cleansing via LLM-based data annotation;FIZZ: factual inconsistency detection by zoom-in summary and zoom-out document;table question answering for low-resourced Indic languages;LLM-based agent society investigation: collaboration and confrontation in Avalon gameplay;when LLMs meets acoustic landmarks: an efficient approach to integrate speech into large language models for depression detection;speaking in wavelet domain: a simple and efficient approach to speed up speech diffusion model;eyes don’t lie: subjective hate annotation and detection with gaze;and ThinkingFair and Slow: on the efficacy of structured prompts for debiasing language models.
The proceedings contain 312 papers. The topics discussed include: language understanding for text-based games using deep reinforcement learning;building a shared world: mapping distributional to model-theoretic semant...
ISBN:
(纸本)9781941643327
The proceedings contain 312 papers. The topics discussed include: language understanding for text-based games using deep reinforcement learning;building a shared world: mapping distributional to model-theoretic semantic spaces;syntax-based rewriting for simultaneous machine translation;open extraction of fine-grained political statements;semantic annotation for microblog topics using Wikipedia temporal information;re-evaluating automatic summarization with BLEU and 192 shades of ROUGE;cross lingual sentiment analysis using modified BRAE;joint prediction for entity/event-level sentiment analysis using probabilistic soft logic models;combining geometric, textual and visual features for predicting prepositions in image descriptions;non-lexical neural architecture for fine-grained POS tagging;a model of zero-shot learning of spoken language understanding;and birds of a feather linked together: a discriminative topic model using link-based priors.
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 34 papers. The topics discussed include: text-translation alignment: three languages are better than two;mapping multilingual hierarchies using relaxation labeling;improved alignment models for...
The proceedings contain 34 papers. The topics discussed include: text-translation alignment: three languages are better than two;mapping multilingual hierarchies using relaxation labeling;improved alignment models for statistical machine translation;cross-language information retrieval for technical documents;boosting applied to tagging and pp attachment;applying extrasentential context to maximum entropy based tagging with a large semantic and syntactic tagset;determining the specificity of nouns from text;language independent named entity recognition combining morphological and contextual evidence;and hybrid disambiguation of prepositional phrase attachment and interpretation.
The proceedings contain 224 papers. The topics discussed include: translation modeling with bidirectional recurrent neural networks;a neural network approach to selectional preference acquisition;learning image embedd...
ISBN:
(纸本)9781937284961
The proceedings contain 224 papers. The topics discussed include: translation modeling with bidirectional recurrent neural networks;a neural network approach to selectional preference acquisition;learning image embeddings using convolutional neural networks for improved multi-modal semantics;identifying argumentative discourse structures in persuasive essays;policy learning for domain selection in an extensible multi-domain spoken dialogue system;a constituent-based approach to argument labeling with joint inference in discourse parsing;strongly incremental repair detection;semi-supervised Chinese word segmentation using partial-label learning with conditional random fields;and accurate word segmentation and POS tagging for Japanese microblogs: corpus annotation and joint modeling with lexical normalization.
The proceedings contain 114 papers. The topics discussed include: revealing the structure of medical dictations with conditional random fields;modeling annotators: a generative approach to learning from annotator rati...
The proceedings contain 114 papers. The topics discussed include: revealing the structure of medical dictations with conditional random fields;modeling annotators: a generative approach to learning from annotator rationales;dependency-based semantic role labeling of PropBank;maximum entropy based rule selection model for syntax-based statistical machine translation;indirect-HMM-based hypothesis alignment for combining outputs from machine translation systems;adding redundant features for CRFs-based sentence sentiment classification;ranking reader emotions using pairwise loss minimization and emotional distribution regression;sentence fusion via dependency graph compression;revisiting readability: a unified framework for predicting text quality;online large-margin training of syntactic and structural translation features;and incorporating temporal and semantic information with eye gaze for automatic word acquisition in multimodal conversational systems.
The proceedings contain 324 papers. The topics discussed include: monolingual phrase alignment on parse forests;fast(er) exact decoding and global training for transition-based dependency parsing via a minimal feature...
ISBN:
(纸本)9781945626838
The proceedings contain 324 papers. The topics discussed include: monolingual phrase alignment on parse forests;fast(er) exact decoding and global training for transition-based dependency parsing via a minimal feature set;quasi-second-order parsing for 1-endpoint-crossing, page number-2 graphs;position-aware attention and supervised data improve slot filling;heterogeneous supervision for relation extraction: a representation learning approach;integrating order information and event relation for script event prediction;entity linking for queries by searching Wikipedia sentences;train-O-matic: large-scale supervised wordsense disambiguation in multiple languages without manual training data;universal semantic parsing;and past, present, future: a computational investigation of the typology of tense in 1000 languages.
The proceedings contain 205 papers. The topics discussed include: event-based time label propagation for automatic dating of news articles;exploring the utility of joint morphological and syntactic learning from child...
ISBN:
(纸本)9781937284978
The proceedings contain 205 papers. The topics discussed include: event-based time label propagation for automatic dating of news articles;exploring the utility of joint morphological and syntactic learning from child-directed speech;a joint learning model of word segmentation, lexical acquisition, and phonetic variability;a log-linear model for unsupervised text normalization;question difficulty estimation in community question answering services;learning latent word representations for domain adaptation using supervised word clustering;appropriately incorporating statistical significance in PMI;noise-aware character alignment for bootstrapping statistical machine transliteration from bilingual corpora;structured penalties for log-linear language models;grounding strategic conversation: using negotiation dialogues to predict trades in a win-lose game;improving web search ranking by incorporating structured annotation of queries;and anchor graph: global reordering contexts for statistical machine translation.
The proceedings contain 60 papers. The topics discussed include: findings of the 2015 Workshop on Statistical Machine Translation;statistical machine translation with automatic identification of translationese;data se...
ISBN:
(纸本)9781941643327
The proceedings contain 60 papers. The topics discussed include: findings of the 2015 Workshop on Statistical Machine Translation;statistical machine translation with automatic identification of translationese;data selection with fewer words;DFKI’s experimental hybrid MT system for WMT 2015;ParFDA for fast deployment of accurate statistical machine translation systems, benchmarks, and statistics;CUNI in WMT15: chimera strikes again;CimS - the CIS and IMS joint submission to WMT 2015 addressing morphological and syntactic differences in English to German SMT;the Karlsruhe Institute of Technology translation systems for the WMT 2015;new language pairs in TectoMT;tuning phrase-based segmented translation for a morphologically complex target language;and the AFRL-MITLL WMT15 system: there’s more than one way to decode it!.
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