("We" "describe" "a" "robust" "accurate" "domain-independent" "approach" "to" "statistical" "parsing" "incorporated" "into" "the" "new" "release" "of" "the" "ANLT" "toolkit" "," "and" "publicly" "available" "as" "a" "research" "tool" ".") 1 ; (-30.314) (|T/txt-sc1/-+| (|S/np_vp| |We:1_PPIS2| (|V1/v_np| |describe:2_VV0| (|NP/det_n1| |a:3_AT1| (|N1/n1_pp1| (|N1/ap_n1/-| (|AP/a1| (|A1/a| |robust:4_JJ|)) (|N1/ap_n1/-| (|AP/a1| (|A1/a| |accurate:5_JJ|)) (|N1/n_n1| |domain-independent:6_NN1| (|N1/n| |approach:7_NN1|)))) (|PP/p1| (|P1/p_n1| |to:8_II| (|N1/ap_n1/-| (|AP/a1| (|A1/a| |statistical:9_JJ|)) (|N1/n_ppart| |parsing:10_NN1| (|V1/v_ap| |incorporate+ed:11_VVN| (|AP/a1| (|A1/adv_a1| (|AP/a1| (|A1/a| (|A/pp_adv-coord/+| (|PP/p1| (|P1/p_np| |into:12_II| (|NP/det_n1| |the:13_AT| (|N1/ap_n1/-| (|AP/a1| (|A1/a| |new:14_JJ|)) (|N1/n_pp-of| |release:15_NN1| (|PP/p1| (|P1/p_np| |of:16_IO| (|NP/det_n1| |the:17_AT| (|N1/n-name_n1| |ANLT:18_NP1| (|N1/n| |toolkit:19_NN1|)))))))))) |,:20_,| (|A/cj-end_a/-| |and:21_CC| |publicly:22_RR|)))) (|A1/a_pp-as| |available:23_JJ| (|PP/p1| (|P1/p_np| |as:24_CSA| (|NP/det_n1| |a:25_AT1| (|N1/n_n1| |research:26_NN1| (|N1/n| |tool:27_NN1|))))))))))))))))) (|End-punct3/-| |.:28_.|)) (|ncsubj| |describe:2_VV0| |We:1_PPIS2| _) (|dobj| |describe:2_VV0| |approach:7_NN1|) (|det| |approach:7_NN1| |a:3_AT1|) (|ncmod| _ |approach:7_NN1| |to:8_II|) (|dobj| |to:8_II| |parsing:10_NN1|) (|ncmod| _ |parsing:10_NN1| |statistical:9_JJ|) (|passive| |incorporate+ed:11_VVN|) (|ncsubj| |incorporate+ed:11_VVN| |parsing:10_NN1| |obj|) (|xmod| _ |parsing:10_NN1| |incorporate+ed:11_VVN|) (|xcomp| _ |incorporate+ed:11_VVN| |available:23_JJ|) (|ncmod| _ |available:23_JJ| |and:21_CC|) (|ncmod| _ |available:23_JJ| |as:24_CSA|) (|dobj| |as:24_CSA| |tool:27_NN1|) (|det| |tool:27_NN1| |a:25_AT1|) (|ncmod| _ |tool:27_NN1| |research:26_NN1|) (|conj| |and:21_CC| |into:12_II|) (|conj| |and:21_CC| |publicly:22_RR|) (|dobj| |into:12_II| |release:15_NN1|) (|det| |release:15_NN1| |the:13_AT|) (|ncmod| _ |release:15_NN1| |new:14_JJ|) (|iobj| |release:15_NN1| |of:16_IO|) (|dobj| |of:16_IO| |toolkit:19_NN1|) (|det| |toolkit:19_NN1| |the:17_AT|) (|ncmod| _ |toolkit:19_NN1| |ANLT:18_NP1|) (|ncmod| _ |approach:7_NN1| |robust:4_JJ|) (|ncmod| _ |approach:7_NN1| |accurate:5_JJ|) (|ncmod| _ |approach:7_NN1| |domain-independent:6_NN1|) ("The" "system" "has" "been" "used" "to" "parse" "many" "well" "known" "corpora" "in" "order" "to" "produce" "data" "for" "lexical" "acquisition" "efforts" ";" "it" "has" "also" "been" "used" "as" "a" "component" "in" "an" "open-domain" "question" "answering" "project" ".") 1 ; (-58.262) (|T/txt-sc1/-+| (|T/txt-sc2/-| (|T/txt-cl1/-| (|S/np_vp| (|NP/det_n1| |The:1_AT| (|N1/n| |system:2_NN1|)) (|V1/have_ppart-r/--| |have+s:3_VHZ| (|V1/be_ppart/--| |be+en:4_VBN| (|V1/v_inf| |use+ed:5_VVN| (|V1/to_bse/-| |to:6_TO| (|V1/v_n1| |parse:7_VV0| (|N1/ap_n1/-| (|AP/a1| (|A1/a| |many:8_DA2|)) (|N1/n_ppart| |well:9_NN1| (|V1/v_n1_pp| |know+en:10_VVN| (|N1/n| |corpus+s:11_NN1|) (|PP/p1| (|P1/p_n1| |in:12_II| (|N1/n_inf| |order:13_NN1| (|V1/to_bse/-| |to:14_TO| (|V1/v_np| |produce:15_VV0| (|NP/n1-plu| (|N1/n1_pp4| (|N1/n| |datum+s:16_NN2|) (|PP/p1| (|P1/p_np| |for:17_IF| (|NP/n1-plu| (|N1/ap_n1/-| (|AP/a1| (|A1/a| |lexical:18_JJ|)) (|N1/n_n1| |acquisition:19_NN1| (|N1/n| |effort+s:20_NN2|)))))))))))))))))))))) |;:21_;|) (|S/np_vp| |it:22_PPH1| (|V1/have_ppart-r/+-| |have+s:23_VHZ| (|AP/a1| (|A1/a| |also:24_RR|)) (|V1/be_ppart/--| |be+en:25_VBN| (|V1/v_pp| |use+ed:26_VVN| (|PP/p1| (|P1/p_np| |as:27_CSA| (|NP/det_n1| |a:28_AT1| (|N1/n1_pp1| (|N1/n| |component:29_NN1|) (|PP/p1| (|P1/p_np| |in:30_II| (|NP/det_n1| |an:31_AT1| (|N1/n_n1| |open-domain:32_NN1| (|N1/n_ing| |question:33_NN1| (|V1/v_n1| |answer+ing:34_VVG| (|N1/n| |project:35_NN1|)))))))))))))))) (|End-punct3/-| |.:36_.|)) (|conj| |;| |use+ed:26_VVN|) (|conj| |;| |use+ed:5_VVN|) (|ncsubj| |use+ed:26_VVN| |it:22_PPH1| _) (|ncmod| _ |use+ed:26_VVN| |also:24_RR|) (|aux| |use+ed:26_VVN| |have+s:23_VHZ|) (|aux| |use+ed:26_VVN| |be+en:25_VBN|) (|passive| |use+ed:26_VVN|) (|iobj| |use+ed:26_VVN| |as:27_CSA|) (|dobj| |as:27_CSA| |component:29_NN1|) (|det| |component:29_NN1| |a:28_AT1|) (|ncmod| _ |component:29_NN1| |in:30_II|) (|dobj| |in:30_II| |question:33_NN1|) (|det| |question:33_NN1| |an:31_AT1|) (|ncmod| _ |question:33_NN1| |open-domain:32_NN1|) (|ncsubj| |answer+ing:34_VVG| |question:33_NN1| _) (|xmod| _ |question:33_NN1| |answer+ing:34_VVG|) (|dobj| |answer+ing:34_VVG| |project:35_NN1|) (|ncsubj| |use+ed:5_VVN| |system:2_NN1| _) (|aux| |use+ed:5_VVN| |have+s:3_VHZ|) (|aux| |use+ed:5_VVN| |be+en:4_VBN|) (|passive| |use+ed:5_VVN|) (|xcomp| |to| |use+ed:5_VVN| |parse:7_VV0|) (|dobj| |parse:7_VV0| |well:9_NN1|) (|ncmod| _ |well:9_NN1| |many:8_DA2|) (|passive| |know+en:10_VVN|) (|ncsubj| |know+en:10_VVN| |well:9_NN1| |obj|) (|xmod| _ |well:9_NN1| |know+en:10_VVN|) (|iobj| |know+en:10_VVN| |in:12_II|) (|dobj| |know+en:10_VVN| |corpus+s:11_NN1|) (|dobj| |in:12_II| |order:13_NN1|) (|xmod| |to| |order:13_NN1| |produce:15_VV0|) (|dobj| |produce:15_VV0| |datum+s:16_NN2|) (|ncmod| _ |datum+s:16_NN2| |for:17_IF|) (|dobj| |for:17_IF| |effort+s:20_NN2|) (|ncmod| _ |effort+s:20_NN2| |lexical:18_JJ|) (|ncmod| _ |effort+s:20_NN2| |acquisition:19_NN1|) (|det| |system:2_NN1| |The:1_AT|) ("The" "performance" "of" "the" "system" "is" "competitive" "with" "that" "of" "statistical" "parsers" "using" "highly" "lexicalised" "parse" "selection" "models" ".") 1 ; (-31.724) (|T/txt-sc1/-+| (|S/np_vp| (|NP/det_n1| |The:1_AT| (|N1/n_pp-of| |performance:2_NN1| (|PP/p1| (|P1/p_np| |of:3_IO| (|NP/det_n1| |the:4_AT| (|N1/n| |system:5_NN1|)))))) (|V1/be_ap/-| |be+s:6_VBZ| (|AP/a1| (|A1/a_s| |competitive:7_JJ| (|S/pp-np_s/-| (|PP/p1| (|P1/p_np-pro| |with:8_IW| |that:9_DD1|)) (|S/pp-np_s/-| (|PP/p1| (|P1/p_a1-r| |of:10_IO| (|A1/a| |statistical:11_JJ|))) (|S/np_vp| (|NP/n1-plu| (|N1/n_ing| |parser+s:12_NN2| (|V1/v| |use+ing:13_VVG|))) (|V1/adv_vp| (|AP/a1| (|A1/a| |highly:14_RR|)) (|V1/v_np| |lexicalise+ed:15_VVN| (|NP/n1-plu| (|N1/n_n1| |parse:16_NN1| (|N1/n_n1| |selection:17_NN1| (|N1/n| |model+s:18_NN2|))))))))))))) (|End-punct3/-| |.:19_.|)) (|ncsubj| |be+s:6_VBZ| |performance:2_NN1| _) (|xcomp| _ |be+s:6_VBZ| |competitive:7_JJ|) (|ccomp| _ |competitive:7_JJ| |lexicalise+ed:15_VVN|) (|ncmod| _ |lexicalise+ed:15_VVN| |with:8_IW|) (|ncmod| _ |lexicalise+ed:15_VVN| |of:10_IO|) (|ncsubj| |lexicalise+ed:15_VVN| |parser+s:12_NN2| _) (|ncmod| _ |lexicalise+ed:15_VVN| |highly:14_RR|) (|obj| |lexicalise+ed:15_VVN| |model+s:18_NN2|) (|ncmod| _ |model+s:18_NN2| |parse:16_NN1|) (|ncmod| _ |model+s:18_NN2| |selection:17_NN1|) (|ncsubj| |use+ing:13_VVG| |parser+s:12_NN2| _) (|xmod| _ |parser+s:12_NN2| |use+ing:13_VVG|) (|dobj| |of:10_IO| |statistical:11_JJ|) (|dobj| |with:8_IW| |that:9_DD1|) (|det| |performance:2_NN1| |The:1_AT|) (|iobj| |performance:2_NN1| |of:3_IO|) (|dobj| |of:3_IO| |system:5_NN1|) (|det| |system:5_NN1| |the:4_AT|) ("However" "," "we" "plan" "to" "extend" "the" "system" "to" "improve" "parse" "coverage" "," "depth" "and" "accuracy" ".") 1 ; (-21.161) (|T/txt-sc1/-+| (|S/adv_s/+| (|AP/a1| (|A1/a| |However:1_RR|)) |,:2_,| (|S/np_vp| |we:3_PPIS2| (|V1/v_inf| |plan:4_VV0| (|V1/to_bse/-| |to:5_TO| (|V1/v_np| |extend:6_VV0| (|NP/det_n1| |the:7_AT| (|N1/n_inf| |system:8_NN1| (|V1/to_bse/-| |to:9_TO| (|V1/v_n1| |improve:10_VV0| (|N1/n_n1| |parse:11_NN1| (|N1/n| (|N/n_n-coord/+| |coverage:12_NN1| |,:13_,| (|N/n_n-coord/-| |depth:14_NN1| (|N/cj-end_n| |and:15_CC| |accuracy:16_NN1|)))))))))))))) (|End-punct3/-| |.:17_.|)) (|ncmod| _ |plan:4_VV0| |However:1_RR|) (|ncsubj| |plan:4_VV0| |we:3_PPIS2| _) (|xcomp| |to| |plan:4_VV0| |extend:6_VV0|) (|dobj| |extend:6_VV0| |system:8_NN1|) (|det| |system:8_NN1| |the:7_AT|) (|xmod| |to| |system:8_NN1| |improve:10_VV0|) (|dobj| |improve:10_VV0| |and:15_CC|) (|ncmod| _ |and:15_CC| |parse:11_NN1|) (|conj| |and:15_CC| |coverage:12_NN1|) (|conj| |and:15_CC| |depth:14_NN1|) (|conj| |and:15_CC| |accuracy:16_NN1|)